{smcl}
{com}{sf}{ul off}{txt}{.-}
      name:  {res}<unnamed>
       {txt}log:  {res}C:\Users\hongj\Dropbox\2024 SPRING PROJECTS\Organizational Memory Paper\JPART Replication Datafiles\OUTPUT\OUTPUT.Organizational Memory.MANUSCRIPT MODEL FIT STATISTICS.04-30-2025.smcl
  {txt}log type:  {res}smcl
 {txt}opened on:  {res}30 Apr 2025, 20:12:48
{txt}
{com}. 
. *******************************************************************************************************************************************************************************************************************************
. use "C:\Users\hongj\Dropbox\2024 SPRING PROJECTS\Organizational Memory Paper\JPART Replication Datafiles\DATA\Organizational Memory.STATISTICAL DATABASE.04-30-2025.dta", replace
{txt}
{com}. 
. * (QIC_null - QIC_fitted)/QIC_null, intercept only model (L_0)
. * R2 by Cohen: This is the most analogous index to the squared multiple correlations in linear regression. It represents the proportional reduction in the deviance wherein the deviance is treated as a measure of variation analogous but not identical to the variance in linear regression analysis.
. 
. *******************
. * SET PROGRAM
. program drop _all
{txt}
{com}. program calculate , rclass
{txt}  1{com}.     return scalar result = `0'
{txt}  2{com}.     display return(result)
{txt}  3{com}. end
{txt}
{com}. *******************
. 
. 
. * Generate Interaction Terms.
. gen h2_intrct = turnover*itsepabove15_los15pct
{txt}(2 missing values generated)

{com}. gen h3_intrct = turnover*cio5
{txt}(7 missing values generated)

{com}. gen h4_intrct = turnover*activityno_permil_pct
{txt}
{com}. 
. * FIT STATISTICS: MODEL 1 - MODEL 4
. eststo: xtgee delay_pct c.turnover itsepabove15_los15pct i.cio5 activityno_permil_pct cio_tenure lnitemp lnprojsize projects_no accrate  newprojects_pct y1-y7 turnoverb itsepabove15_los15pctb  activityno_permil_pctb lnitempb lnprojsizeb projects_nob accrateb newprojects_pctb cio_tenureb   dmeratio_totalspending dmeratio_totalspendingb  , fam(bin) link(probit) corr(uns) vce(robust)
{txt}note: {bf:y7} omitted because of collinearity.

Iteration 1:  Tolerance = {res}.57603939
{txt}Iteration 2:  Tolerance = {res}.05001729
{txt}Iteration 3:  Tolerance = {res}.02139581
{txt}Iteration 4:  Tolerance = {res}.00472287
{txt}Iteration 5:  Tolerance = {res}.00208842
{txt}Iteration 6:  Tolerance = {res}.00093714
{txt}Iteration 7:  Tolerance = {res}.00045027
{txt}Iteration 8:  Tolerance = {res}.00023664
{txt}Iteration 9:  Tolerance = {res}.00011924
{txt}Iteration 10: Tolerance = {res}.00005823
{txt}Iteration 11: Tolerance = {res}.00002773
{txt}Iteration 12: Tolerance = {res}.00001293
{txt}Iteration 13: Tolerance = {res}5.915e-06
{txt}Iteration 14: Tolerance = {res}2.660e-06
{txt}Iteration 15: Tolerance = {res}1.177e-06
{txt}Iteration 16: Tolerance = {res}5.123e-07

{txt}GEE population-averaged model{col 54}{txt}{lalign 16:Number of obs} = {res}{ralign 6:540}
{txt}Group and time vars: {res}a_id fy{txt}{col 54}{txt}{lalign 16:Number of groups} = {res}{ralign 6:94}
{txt}Family: {lalign 8:Binomial}{col 54}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 54}{ralign 16:min} = {res}{ralign 6:1}
{txt}Correlation: {res}unstructured{txt}{col 54}{ralign 16:avg} = {res}{ralign 6:5.7}
{txt}{col 54}{ralign 16:max} = {res}{ralign 6:7}
{txt}{col 54}{txt}{lalign 16:Wald chi2({res:27})} = {res}{ralign 6:355.46}
{txt}Scale parameter = {res}1{txt}{col 54}{txt}{lalign 16:Prob > chi2} = {res}{ralign 6:0.0000}

{txt}{ralign 89:(Std. err. adjusted for clustering on {res:a_id})}
{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 25}{c |}{col 37}  Semirobust
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 15}turnover {c |}{col 25}{res}{space 2} 1.913994{col 37}{space 2} 1.121197{col 48}{space 1}    1.71{col 57}{space 3}0.088{col 65}{space 4}-.2835105{col 78}{space 3} 4.111499
{txt}{space 2}itsepabove15_los15pct {c |}{col 25}{res}{space 2}-.4103782{col 37}{space 2} .5783393{col 48}{space 1}   -0.71{col 57}{space 3}0.478{col 65}{space 4}-1.543902{col 78}{space 3} .7231459
{txt}{space 17}1.cio5 {c |}{col 25}{res}{space 2}-.0462568{col 37}{space 2} .0951321{col 48}{space 1}   -0.49{col 57}{space 3}0.627{col 65}{space 4}-.2327124{col 78}{space 3} .1401988
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .2317026{col 37}{space 2} .2242868{col 48}{space 1}    1.03{col 57}{space 3}0.302{col 65}{space 4}-.2078914{col 78}{space 3} .6712967
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0115921{col 37}{space 2} .0269276{col 48}{space 1}   -0.43{col 57}{space 3}0.667{col 65}{space 4}-.0643693{col 78}{space 3} .0411851
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2}-.3902337{col 37}{space 2} .3071107{col 48}{space 1}   -1.27{col 57}{space 3}0.204{col 65}{space 4}-.9921596{col 78}{space 3} .2116922
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0362507{col 37}{space 2}  .029313{col 48}{space 1}    1.24{col 57}{space 3}0.216{col 65}{space 4}-.0212017{col 78}{space 3} .0937031
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0013142{col 37}{space 2} .0016647{col 48}{space 1}    0.79{col 57}{space 3}0.430{col 65}{space 4}-.0019486{col 78}{space 3} .0045771
{txt}{space 16}accrate {c |}{col 25}{res}{space 2}  .058734{col 37}{space 2} .5507784{col 48}{space 1}    0.11{col 57}{space 3}0.915{col 65}{space 4}-1.020772{col 78}{space 3}  1.13824
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.8308698{col 37}{space 2} .1705064{col 48}{space 1}   -4.87{col 57}{space 3}0.000{col 65}{space 4}-1.165056{col 78}{space 3}-.4966833
{txt}{space 21}y1 {c |}{col 25}{res}{space 2}-1.252356{col 37}{space 2} .1003075{col 48}{space 1}  -12.49{col 57}{space 3}0.000{col 65}{space 4}-1.448955{col 78}{space 3}-1.055757
{txt}{space 21}y2 {c |}{col 25}{res}{space 2}  -1.1992{col 37}{space 2} .1214277{col 48}{space 1}   -9.88{col 57}{space 3}0.000{col 65}{space 4}-1.437194{col 78}{space 3}-.9612064
{txt}{space 21}y3 {c |}{col 25}{res}{space 2}-1.158067{col 37}{space 2} .1204835{col 48}{space 1}   -9.61{col 57}{space 3}0.000{col 65}{space 4} -1.39421{col 78}{space 3}-.9219235
{txt}{space 21}y4 {c |}{col 25}{res}{space 2}-.9405219{col 37}{space 2} .1258766{col 48}{space 1}   -7.47{col 57}{space 3}0.000{col 65}{space 4}-1.187235{col 78}{space 3}-.6938083
{txt}{space 21}y5 {c |}{col 25}{res}{space 2}-1.014981{col 37}{space 2} .1115601{col 48}{space 1}   -9.10{col 57}{space 3}0.000{col 65}{space 4}-1.233635{col 78}{space 3}-.7963272
{txt}{space 21}y6 {c |}{col 25}{res}{space 2}-.9992414{col 37}{space 2} .1111618{col 48}{space 1}   -8.99{col 57}{space 3}0.000{col 65}{space 4}-1.217115{col 78}{space 3}-.7813683
{txt}{space 21}y7 {c |}{col 25}{res}{space 2}        0{col 37}{txt}  (omitted)
{space 14}turnoverb {c |}{col 25}{res}{space 2} -3.40671{col 37}{space 2} 2.504138{col 48}{space 1}   -1.36{col 57}{space 3}0.174{col 65}{space 4}-8.314731{col 78}{space 3} 1.501311
{txt}{space 1}itsepabove15_los15pctb {c |}{col 25}{res}{space 2}-.5388623{col 37}{space 2} 3.283947{col 48}{space 1}   -0.16{col 57}{space 3}0.870{col 65}{space 4}-6.975279{col 78}{space 3} 5.897555
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .8867234{col 37}{space 2} .3860794{col 48}{space 1}    2.30{col 57}{space 3}0.022{col 65}{space 4} .1300217{col 78}{space 3} 1.643425
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .4185224{col 37}{space 2} .3124037{col 48}{space 1}    1.34{col 57}{space 3}0.180{col 65}{space 4}-.1937777{col 78}{space 3} 1.030822
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2} .0073271{col 37}{space 2} .0615239{col 48}{space 1}    0.12{col 57}{space 3}0.905{col 65}{space 4}-.1132576{col 78}{space 3} .1279118
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0046607{col 37}{space 2} .0025937{col 48}{space 1}   -1.80{col 57}{space 3}0.072{col 65}{space 4}-.0097444{col 78}{space 3} .0004229
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-.6705202{col 37}{space 2} 1.438405{col 48}{space 1}   -0.47{col 57}{space 3}0.641{col 65}{space 4}-3.489743{col 78}{space 3} 2.148702
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-.9918512{col 37}{space 2} .3448887{col 48}{space 1}   -2.88{col 57}{space 3}0.004{col 65}{space 4}-1.667821{col 78}{space 3}-.3158819
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0294466{col 37}{space 2} .0611303{col 48}{space 1}   -0.48{col 57}{space 3}0.630{col 65}{space 4}-.1492598{col 78}{space 3} .0903666
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2}-.0191789{col 37}{space 2} .3828309{col 48}{space 1}   -0.05{col 57}{space 3}0.960{col 65}{space 4}-.7695137{col 78}{space 3} .7311559
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2}  .407628{col 37}{space 2} .5306603{col 48}{space 1}    0.77{col 57}{space 3}0.442{col 65}{space 4}-.6324472{col 78}{space 3} 1.447703
{txt}{space 18}_cons {c |}{col 25}{res}{space 2} .9234205{col 37}{space 2} .3391924{col 48}{space 1}    2.72{col 57}{space 3}0.006{col 65}{space 4} .2586157{col 78}{space 3} 1.588225
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
({res}est18{txt} stored)

{com}. 
. qic delay_pct if e(sample), i(a_id) t(fy) fam(bin) link(probit) corr(uns)

{txt}Iteration 1:  Tolerance = {res}2.805e-10

{txt}GEE population-averaged model{col 52}{txt}{lalign 16:Number of obs} = {res}{ralign 8:540}
{txt}Group variable: {res}a_id{txt}{col 52}{txt}{lalign 16:Number of groups} = {res}{ralign 8:94}
{txt}Family: {lalign 8:Binomial}{col 52}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 52}{ralign 16:min} = {res}{ralign 8:1}
{txt}Correlation: {res}independent{txt}{col 52}{ralign 16:avg} = {res}{ralign 8:5.7}
{txt}{col 52}{ralign 16:max} = {res}{ralign 8:7}
{txt}{col 52}{txt}{lalign 16:Wald chi2({res:0})} = {res}{ralign 8:.}
{txt}Scale parameter = {res}1{txt}{col 52}{txt}{lalign 16:Prob > chi2} = {res}{ralign 8:.}

{txt}Pearson chi2({res:540}){col 21} = {res}{ralign 8:219.61}{txt}{col 52}{lalign 16:Deviance} = {res}{ralign 8:258.43}
{txt}Dispersion (Pearson){col 21} = {res}{ralign 8:.4066871}{col 52}{txt}{lalign 16:Dispersion} = {res}{ralign 8:.4785826}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}   delay_pct{col 14}{c |} Coefficient{col 26}  Std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}_cons {c |}{col 14}{res}{space 2}-.5416512{col 26}{space 2} .0569101{col 37}{space 1}   -9.52{col 46}{space 3}0.000{col 54}{space 4} -.653193{col 67}{space 3}-.4301093
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

Iteration 1:  Tolerance = {res}.1406761
{txt}Iteration 2:  Tolerance = {res}.01803741
{txt}Iteration 3:  Tolerance = {res}.00116556
{txt}Iteration 4:  Tolerance = {res}.00006949
{txt}Iteration 5:  Tolerance = {res}4.122e-06
{txt}Iteration 6:  Tolerance = {res}2.445e-07

{txt}GEE population-averaged model{col 57}{txt}{lalign 16:Number of obs} = {res}{ralign 3:540}
{txt}Group and time vars: {res}a_id fy{txt}{col 57}{txt}{lalign 16:Number of groups} = {res}{ralign 3:94}
{txt}Family: {lalign 8:Binomial}{col 57}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 57}{ralign 16:min} = {res}{ralign 3:1}
{txt}Correlation: {res}unstructured{txt}{col 57}{ralign 16:avg} = {res}{ralign 3:5.7}
{txt}{col 57}{ralign 16:max} = {res}{ralign 3:7}
{txt}{col 57}{txt}{lalign 16:Wald chi2({res:0})} = {res}{ralign 3:.}
{txt}Scale parameter = {res}1{txt}{col 57}{txt}{lalign 16:Prob > chi2} = {res}{ralign 3:.}

{txt}{ralign 78:(Std. err. adjusted for clustering on {res:a_id})}
{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}  Semirobust
{col 1}   delay_pct{col 14}{c |} Coefficient{col 26}  std. err.{col 38}      z{col 46}   P>|z|{col 54}     [95% con{col 67}f. interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}_cons {c |}{col 14}{res}{space 2}-.2992699{col 26}{space 2} .0460147{col 37}{space 1}   -6.50{col 46}{space 3}0.000{col 54}{space 4} -.389457{col 67}{space 3}-.2090828
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}


{col 15}QIC and QIC_u
___________________________________________
{col 1}Corr =                  {res}uns
{txt}{col 1}Family =                {res}bin
{txt}{col 1}Link =               {res}probit
{txt}{col 1}p =         {res}              1
{txt}{col 1}Trace =     {res}          0.654
{txt}{col 1}QIC =       {res}        696.053
{txt}{col 1}QIC_u =     {res}        696.745
{txt}___________________________________________

{com}. global qic_null = r(qic)
{txt}
{com}. di $qic_null
{res}696.05297
{txt}
{com}. 
. discard
{txt}
{com}. 
. eststo: qic delay_pct turnover itsepabove15_los15pct cio5 activityno_permil_pct cio_tenure lnitemp lnprojsize projects_no accrate  newprojects_pct y1-y7 turnoverb itsepabove15_los15pctb  activityno_permil_pctb lnitempb lnprojsizeb projects_nob accrateb newprojects_pctb cio_tenureb   dmeratio_totalspending dmeratio_totalspendingb  , i(a_id) t(fy) fam(bin) link(probit) corr(uns)
{txt}note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}.00003787
{txt}Iteration 2:  Tolerance = {res}4.846e-06
{txt}Iteration 3:  Tolerance = {res}7.050e-07

{txt}GEE population-averaged model{col 52}{txt}{lalign 16:Number of obs} = {res}{ralign 8:540}
{txt}Group variable: {res}a_id{txt}{col 52}{txt}{lalign 16:Number of groups} = {res}{ralign 8:94}
{txt}Family: {lalign 8:Binomial}{col 52}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 52}{ralign 16:min} = {res}{ralign 8:1}
{txt}Correlation: {res}independent{txt}{col 52}{ralign 16:avg} = {res}{ralign 8:5.7}
{txt}{col 52}{ralign 16:max} = {res}{ralign 8:7}
{txt}{col 52}{txt}{lalign 16:Wald chi2({res:27})} = {res}{ralign 8:70.97}
{txt}Scale parameter = {res}1{txt}{col 52}{txt}{lalign 16:Prob > chi2} = {res}{ralign 8:0.0000}

{txt}Pearson chi2({res:540}){col 21} = {res}{ralign 8:164.59}{txt}{col 52}{lalign 16:Deviance} = {res}{ralign 8:178.13}
{txt}Dispersion (Pearson){col 21} = {res}{ralign 8:.3047973}{col 52}{txt}{lalign 16:Dispersion} = {res}{ralign 8:.3298642}

{txt}{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  Std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 15}turnover {c |}{col 25}{res}{space 2} .9216681{col 37}{space 2} 2.380657{col 48}{space 1}    0.39{col 57}{space 3}0.699{col 65}{space 4}-3.744333{col 78}{space 3}  5.58767
{txt}{space 2}itsepabove15_los15pct {c |}{col 25}{res}{space 2}-.8312967{col 37}{space 2} 1.086769{col 48}{space 1}   -0.76{col 57}{space 3}0.444{col 65}{space 4}-2.961325{col 78}{space 3} 1.298731
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.0362858{col 37}{space 2} .1893585{col 48}{space 1}   -0.19{col 57}{space 3}0.848{col 65}{space 4}-.4074216{col 78}{space 3} .3348501
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .2520775{col 37}{space 2} .3367793{col 48}{space 1}    0.75{col 57}{space 3}0.454{col 65}{space 4}-.4079978{col 78}{space 3} .9121527
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0049198{col 37}{space 2} .0570287{col 48}{space 1}   -0.09{col 57}{space 3}0.931{col 65}{space 4} -.116694{col 78}{space 3} .1068544
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2} -.472871{col 37}{space 2} .3291956{col 48}{space 1}   -1.44{col 57}{space 3}0.151{col 65}{space 4}-1.118082{col 78}{space 3} .1723405
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0548569{col 37}{space 2} .0543758{col 48}{space 1}    1.01{col 57}{space 3}0.313{col 65}{space 4}-.0517178{col 78}{space 3} .1614316
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0012756{col 37}{space 2} .0048492{col 48}{space 1}    0.26{col 57}{space 3}0.793{col 65}{space 4}-.0082285{col 78}{space 3} .0107798
{txt}{space 16}accrate {c |}{col 25}{res}{space 2}-.1222019{col 37}{space 2} 1.221523{col 48}{space 1}   -0.10{col 57}{space 3}0.920{col 65}{space 4}-2.516343{col 78}{space 3} 2.271939
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.7907981{col 37}{space 2} .2838675{col 48}{space 1}   -2.79{col 57}{space 3}0.005{col 65}{space 4}-1.347168{col 78}{space 3}-.2344279
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0521864{col 37}{space 2} .2385286{col 48}{space 1}    0.22{col 57}{space 3}0.827{col 65}{space 4}-.4153211{col 78}{space 3} .5196939
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .0796296{col 37}{space 2} .2378031{col 48}{space 1}    0.33{col 57}{space 3}0.738{col 65}{space 4} -.386456{col 78}{space 3} .5457152
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .2762667{col 37}{space 2} .2533003{col 48}{space 1}    1.09{col 57}{space 3}0.275{col 65}{space 4}-.2201928{col 78}{space 3} .7727262
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2322861{col 37}{space 2} .2453721{col 48}{space 1}    0.95{col 57}{space 3}0.344{col 65}{space 4}-.2486344{col 78}{space 3} .7132066
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2481106{col 37}{space 2} .2443476{col 48}{space 1}    1.02{col 57}{space 3}0.310{col 65}{space 4}-.2308019{col 78}{space 3} .7270232
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.253825{col 37}{space 2} .2381887{col 48}{space 1}    5.26{col 57}{space 3}0.000{col 65}{space 4} .7869841{col 78}{space 3} 1.720667
{txt}{space 14}turnoverb {c |}{col 25}{res}{space 2}-2.393081{col 37}{space 2} 3.690251{col 48}{space 1}   -0.65{col 57}{space 3}0.517{col 65}{space 4}-9.625841{col 78}{space 3} 4.839678
{txt}{space 1}itsepabove15_los15pctb {c |}{col 25}{res}{space 2} .1863107{col 37}{space 2} 2.359674{col 48}{space 1}    0.08{col 57}{space 3}0.937{col 65}{space 4}-4.438566{col 78}{space 3} 4.811187
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .9132721{col 37}{space 2} .5166479{col 48}{space 1}    1.77{col 57}{space 3}0.077{col 65}{space 4}-.0993392{col 78}{space 3} 1.925883
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .5081504{col 37}{space 2} .3338194{col 48}{space 1}    1.52{col 57}{space 3}0.128{col 65}{space 4}-.1461237{col 78}{space 3} 1.162424
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2}-.0066377{col 37}{space 2} .0838617{col 48}{space 1}   -0.08{col 57}{space 3}0.937{col 65}{space 4}-.1710037{col 78}{space 3} .1577282
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0048659{col 37}{space 2} .0062308{col 48}{space 1}   -0.78{col 57}{space 3}0.435{col 65}{space 4}-.0170781{col 78}{space 3} .0073462
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2} -.430539{col 37}{space 2} 2.157631{col 48}{space 1}   -0.20{col 57}{space 3}0.842{col 65}{space 4}-4.659419{col 78}{space 3} 3.798341
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.094813{col 37}{space 2} .5015525{col 48}{space 1}   -2.18{col 57}{space 3}0.029{col 65}{space 4}-2.077838{col 78}{space 3}-.1117884
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0456869{col 37}{space 2} .0898074{col 48}{space 1}   -0.51{col 57}{space 3}0.611{col 65}{space 4}-.2217061{col 78}{space 3} .1303323
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .1522745{col 37}{space 2} .6662843{col 48}{space 1}    0.23{col 57}{space 3}0.819{col 65}{space 4}-1.153619{col 78}{space 3} 1.458168
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .4539069{col 37}{space 2} .8789309{col 48}{space 1}    0.52{col 57}{space 3}0.606{col 65}{space 4}-1.268766{col 78}{space 3}  2.17658
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.4118863{col 37}{space 2} .4962469{col 48}{space 1}   -0.83{col 57}{space 3}0.407{col 65}{space 4}-1.384512{col 78}{space 3} .5607397
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}.57605007
{txt}Iteration 2:  Tolerance = {res}.05001823
{txt}Iteration 3:  Tolerance = {res}.02139547
{txt}Iteration 4:  Tolerance = {res}.00472284
{txt}Iteration 5:  Tolerance = {res}.00208841
{txt}Iteration 6:  Tolerance = {res}.00093714
{txt}Iteration 7:  Tolerance = {res}.00045026
{txt}Iteration 8:  Tolerance = {res}.00023664
{txt}Iteration 9:  Tolerance = {res}.00011924
{txt}Iteration 10: Tolerance = {res}.00005823
{txt}Iteration 11: Tolerance = {res}.00002773
{txt}Iteration 12: Tolerance = {res}.00001293
{txt}Iteration 13: Tolerance = {res}5.915e-06
{txt}Iteration 14: Tolerance = {res}2.660e-06
{txt}Iteration 15: Tolerance = {res}1.177e-06
{txt}Iteration 16: Tolerance = {res}5.123e-07

{txt}GEE population-averaged model{col 54}{txt}{lalign 16:Number of obs} = {res}{ralign 6:540}
{txt}Group and time vars: {res}a_id fy{txt}{col 54}{txt}{lalign 16:Number of groups} = {res}{ralign 6:94}
{txt}Family: {lalign 8:Binomial}{col 54}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 54}{ralign 16:min} = {res}{ralign 6:1}
{txt}Correlation: {res}unstructured{txt}{col 54}{ralign 16:avg} = {res}{ralign 6:5.7}
{txt}{col 54}{ralign 16:max} = {res}{ralign 6:7}
{txt}{col 54}{txt}{lalign 16:Wald chi2({res:27})} = {res}{ralign 6:355.46}
{txt}Scale parameter = {res}1{txt}{col 54}{txt}{lalign 16:Prob > chi2} = {res}{ralign 6:0.0000}

{txt}{ralign 89:(Std. err. adjusted for clustering on {res:a_id})}
{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 25}{c |}{col 37}  Semirobust
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 15}turnover {c |}{col 25}{res}{space 2} 1.913994{col 37}{space 2} 1.121197{col 48}{space 1}    1.71{col 57}{space 3}0.088{col 65}{space 4}-.2835105{col 78}{space 3} 4.111499
{txt}{space 2}itsepabove15_los15pct {c |}{col 25}{res}{space 2}-.4103782{col 37}{space 2} .5783393{col 48}{space 1}   -0.71{col 57}{space 3}0.478{col 65}{space 4}-1.543902{col 78}{space 3} .7231459
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.0462568{col 37}{space 2} .0951321{col 48}{space 1}   -0.49{col 57}{space 3}0.627{col 65}{space 4}-.2327124{col 78}{space 3} .1401988
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .2317026{col 37}{space 2} .2242868{col 48}{space 1}    1.03{col 57}{space 3}0.302{col 65}{space 4}-.2078914{col 78}{space 3} .6712967
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0115921{col 37}{space 2} .0269276{col 48}{space 1}   -0.43{col 57}{space 3}0.667{col 65}{space 4}-.0643693{col 78}{space 3} .0411851
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2}-.3902337{col 37}{space 2} .3071107{col 48}{space 1}   -1.27{col 57}{space 3}0.204{col 65}{space 4}-.9921596{col 78}{space 3} .2116922
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0362507{col 37}{space 2}  .029313{col 48}{space 1}    1.24{col 57}{space 3}0.216{col 65}{space 4}-.0212017{col 78}{space 3} .0937031
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0013142{col 37}{space 2} .0016647{col 48}{space 1}    0.79{col 57}{space 3}0.430{col 65}{space 4}-.0019486{col 78}{space 3} .0045771
{txt}{space 16}accrate {c |}{col 25}{res}{space 2}  .058734{col 37}{space 2} .5507784{col 48}{space 1}    0.11{col 57}{space 3}0.915{col 65}{space 4}-1.020772{col 78}{space 3}  1.13824
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.8308698{col 37}{space 2} .1705064{col 48}{space 1}   -4.87{col 57}{space 3}0.000{col 65}{space 4}-1.165056{col 78}{space 3}-.4966833
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0531552{col 37}{space 2} .0749447{col 48}{space 1}    0.71{col 57}{space 3}0.478{col 65}{space 4}-.0937337{col 78}{space 3} .2000441
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .0942888{col 37}{space 2} .1006257{col 48}{space 1}    0.94{col 57}{space 3}0.349{col 65}{space 4}-.1029338{col 78}{space 3} .2915115
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .3118338{col 37}{space 2} .1145383{col 48}{space 1}    2.72{col 57}{space 3}0.006{col 65}{space 4} .0873429{col 78}{space 3} .5363246
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2373748{col 37}{space 2}  .102927{col 48}{space 1}    2.31{col 57}{space 3}0.021{col 65}{space 4} .0356415{col 78}{space 3}  .439108
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2531142{col 37}{space 2} .1086563{col 48}{space 1}    2.33{col 57}{space 3}0.020{col 65}{space 4} .0401517{col 78}{space 3} .4660768
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.252356{col 37}{space 2} .1003075{col 48}{space 1}   12.49{col 57}{space 3}0.000{col 65}{space 4} 1.055757{col 78}{space 3} 1.448955
{txt}{space 14}turnoverb {c |}{col 25}{res}{space 2} -3.40671{col 37}{space 2} 2.504138{col 48}{space 1}   -1.36{col 57}{space 3}0.174{col 65}{space 4}-8.314731{col 78}{space 3} 1.501311
{txt}{space 1}itsepabove15_los15pctb {c |}{col 25}{res}{space 2}-.5388623{col 37}{space 2} 3.283947{col 48}{space 1}   -0.16{col 57}{space 3}0.870{col 65}{space 4}-6.975279{col 78}{space 3} 5.897555
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .8867234{col 37}{space 2} .3860794{col 48}{space 1}    2.30{col 57}{space 3}0.022{col 65}{space 4} .1300217{col 78}{space 3} 1.643425
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .4185224{col 37}{space 2} .3124037{col 48}{space 1}    1.34{col 57}{space 3}0.180{col 65}{space 4}-.1937777{col 78}{space 3} 1.030822
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2} .0073271{col 37}{space 2} .0615239{col 48}{space 1}    0.12{col 57}{space 3}0.905{col 65}{space 4}-.1132576{col 78}{space 3} .1279118
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0046607{col 37}{space 2} .0025937{col 48}{space 1}   -1.80{col 57}{space 3}0.072{col 65}{space 4}-.0097444{col 78}{space 3} .0004229
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-.6705202{col 37}{space 2} 1.438405{col 48}{space 1}   -0.47{col 57}{space 3}0.641{col 65}{space 4}-3.489743{col 78}{space 3} 2.148702
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-.9918512{col 37}{space 2} .3448887{col 48}{space 1}   -2.88{col 57}{space 3}0.004{col 65}{space 4}-1.667821{col 78}{space 3}-.3158819
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0294466{col 37}{space 2} .0611303{col 48}{space 1}   -0.48{col 57}{space 3}0.630{col 65}{space 4}-.1492598{col 78}{space 3} .0903666
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2}-.0191789{col 37}{space 2} .3828309{col 48}{space 1}   -0.05{col 57}{space 3}0.960{col 65}{space 4}-.7695137{col 78}{space 3} .7311559
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2}  .407628{col 37}{space 2} .5306603{col 48}{space 1}    0.77{col 57}{space 3}0.442{col 65}{space 4}-.6324472{col 78}{space 3} 1.447703
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.3289351{col 37}{space 2} .3333482{col 48}{space 1}   -0.99{col 57}{space 3}0.324{col 65}{space 4}-.9822856{col 78}{space 3} .3244153
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}


{col 15}QIC and QIC_u
___________________________________________
{col 1}Corr =                  {res}uns
{txt}{col 1}Family =                {res}bin
{txt}{col 1}Link =               {res}probit
{txt}{col 1}p =         {res}             28
{txt}{col 1}Trace =     {res}         12.016
{txt}{col 1}QIC =       {res}        599.152
{txt}{col 1}QIC_u =     {res}        631.121
{txt}___________________________________________
({res}est1{txt} stored)

{com}. *
. estadd scalar qic = r(qic)

{txt}added scalar:
                e(qic) =  {res}599.15221
{txt}
{com}. 
. eststo: calculate 1-(r(p)-r(qic))/(1-$qic_null)
.17826088
{txt}({res}est2{txt} stored)

{com}. estadd scalar pseudor = r(result)

{txt}added scalar:
            e(pseudor) =  {res}.17826088
{txt}
{com}. *
. *
. 
. eststo: qic delay_pct turnover h2_intrct itsepabove15_los15pct cio5 activityno_permil_pct cio_tenure lnitemp lnprojsize projects_no accrate  newprojects_pct y1-y7 turnoverb itsepabove15_los15pctb  activityno_permil_pctb lnitempb lnprojsizeb projects_nob accrateb newprojects_pctb cio_tenureb   dmeratio_totalspending dmeratio_totalspendingb  , i(a_id) t(fy) fam(bin) link(probit) corr(uns)
{txt}note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}.00003953
{txt}Iteration 2:  Tolerance = {res}4.770e-06
{txt}Iteration 3:  Tolerance = {res}7.635e-07

{txt}GEE population-averaged model{col 52}{txt}{lalign 16:Number of obs} = {res}{ralign 8:540}
{txt}Group variable: {res}a_id{txt}{col 52}{txt}{lalign 16:Number of groups} = {res}{ralign 8:94}
{txt}Family: {lalign 8:Binomial}{col 52}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 52}{ralign 16:min} = {res}{ralign 8:1}
{txt}Correlation: {res}independent{txt}{col 52}{ralign 16:avg} = {res}{ralign 8:5.7}
{txt}{col 52}{ralign 16:max} = {res}{ralign 8:7}
{txt}{col 52}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 8:70.89}
{txt}Scale parameter = {res}1{txt}{col 52}{txt}{lalign 16:Prob > chi2} = {res}{ralign 8:0.0000}

{txt}Pearson chi2({res:540}){col 21} = {res}{ralign 8:164.18}{txt}{col 52}{lalign 16:Deviance} = {res}{ralign 8:177.69}
{txt}Dispersion (Pearson){col 21} = {res}{ralign 8:.3040348}{col 52}{txt}{lalign 16:Dispersion} = {res}{ralign 8:.3290632}

{txt}{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  Std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 15}turnover {c |}{col 25}{res}{space 2} 2.185816{col 37}{space 2} 3.061314{col 48}{space 1}    0.71{col 57}{space 3}0.475{col 65}{space 4} -3.81425{col 78}{space 3} 8.185882
{txt}{space 14}h2_intrct {c |}{col 25}{res}{space 2}-9.691308{col 37}{space 2} 14.86171{col 48}{space 1}   -0.65{col 57}{space 3}0.514{col 65}{space 4}-38.81972{col 78}{space 3} 19.43711
{txt}{space 2}itsepabove15_los15pct {c |}{col 25}{res}{space 2}-.0178397{col 37}{space 2} 1.654757{col 48}{space 1}   -0.01{col 57}{space 3}0.991{col 65}{space 4}-3.261104{col 78}{space 3} 3.225425
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.0280862{col 37}{space 2} .1900075{col 48}{space 1}   -0.15{col 57}{space 3}0.882{col 65}{space 4} -.400494{col 78}{space 3} .3443216
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .2236413{col 37}{space 2}  .340071{col 48}{space 1}    0.66{col 57}{space 3}0.511{col 65}{space 4}-.4428855{col 78}{space 3} .8901682
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0057878{col 37}{space 2} .0569236{col 48}{space 1}   -0.10{col 57}{space 3}0.919{col 65}{space 4}-.1173561{col 78}{space 3} .1057805
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2}-.5078657{col 37}{space 2} .3366797{col 48}{space 1}   -1.51{col 57}{space 3}0.131{col 65}{space 4}-1.167746{col 78}{space 3} .1520144
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0493385{col 37}{space 2}  .054999{col 48}{space 1}    0.90{col 57}{space 3}0.370{col 65}{space 4}-.0584576{col 78}{space 3} .1571346
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0013913{col 37}{space 2} .0048541{col 48}{space 1}    0.29{col 57}{space 3}0.774{col 65}{space 4}-.0081225{col 78}{space 3} .0109051
{txt}{space 16}accrate {c |}{col 25}{res}{space 2}-.0608519{col 37}{space 2} 1.229926{col 48}{space 1}   -0.05{col 57}{space 3}0.961{col 65}{space 4}-2.471463{col 78}{space 3}  2.34976
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.8005096{col 37}{space 2} .2841633{col 48}{space 1}   -2.82{col 57}{space 3}0.005{col 65}{space 4}-1.357459{col 78}{space 3}-.2435598
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0381647{col 37}{space 2} .2392825{col 48}{space 1}    0.16{col 57}{space 3}0.873{col 65}{space 4}-.4308205{col 78}{space 3} .5071498
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .0727292{col 37}{space 2} .2377978{col 48}{space 1}    0.31{col 57}{space 3}0.760{col 65}{space 4}-.3933459{col 78}{space 3} .5388044
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .2688487{col 37}{space 2} .2534035{col 48}{space 1}    1.06{col 57}{space 3}0.289{col 65}{space 4}-.2278131{col 78}{space 3} .7655104
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2240312{col 37}{space 2} .2456065{col 48}{space 1}    0.91{col 57}{space 3}0.362{col 65}{space 4}-.2573486{col 78}{space 3} .7054111
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2363253{col 37}{space 2} .2448085{col 48}{space 1}    0.97{col 57}{space 3}0.334{col 65}{space 4}-.2434905{col 78}{space 3} .7161411
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.242439{col 37}{space 2} .2387171{col 48}{space 1}    5.20{col 57}{space 3}0.000{col 65}{space 4} .7745625{col 78}{space 3} 1.710316
{txt}{space 14}turnoverb {c |}{col 25}{res}{space 2}-2.369432{col 37}{space 2} 3.695045{col 48}{space 1}   -0.64{col 57}{space 3}0.521{col 65}{space 4}-9.611588{col 78}{space 3} 4.872724
{txt}{space 1}itsepabove15_los15pctb {c |}{col 25}{res}{space 2}  .199338{col 37}{space 2} 2.377304{col 48}{space 1}    0.08{col 57}{space 3}0.933{col 65}{space 4}-4.460093{col 78}{space 3} 4.858769
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .9495512{col 37}{space 2} .5201464{col 48}{space 1}    1.83{col 57}{space 3}0.068{col 65}{space 4}-.0699171{col 78}{space 3} 1.969019
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .5384509{col 37}{space 2} .3402512{col 48}{space 1}    1.58{col 57}{space 3}0.114{col 65}{space 4}-.1284293{col 78}{space 3} 1.205331
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2} .0028264{col 37}{space 2} .0853232{col 48}{space 1}    0.03{col 57}{space 3}0.974{col 65}{space 4} -.164404{col 78}{space 3} .1700568
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0049095{col 37}{space 2} .0062358{col 48}{space 1}   -0.79{col 57}{space 3}0.431{col 65}{space 4}-.0171313{col 78}{space 3} .0073124
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-.7235375{col 37}{space 2} 2.209821{col 48}{space 1}   -0.33{col 57}{space 3}0.743{col 65}{space 4}-5.054707{col 78}{space 3} 3.607632
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.091237{col 37}{space 2} .5029159{col 48}{space 1}   -2.17{col 57}{space 3}0.030{col 65}{space 4}-2.076934{col 78}{space 3}-.1055396
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0469828{col 37}{space 2} .0897671{col 48}{space 1}   -0.52{col 57}{space 3}0.601{col 65}{space 4}-.2229231{col 78}{space 3} .1289574
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2}  .149891{col 37}{space 2} .6679663{col 48}{space 1}    0.22{col 57}{space 3}0.822{col 65}{space 4}-1.159299{col 78}{space 3} 1.459081
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .4700498{col 37}{space 2}  .879258{col 48}{space 1}    0.53{col 57}{space 3}0.593{col 65}{space 4}-1.253264{col 78}{space 3} 2.193364
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.4506561{col 37}{space 2} .5011183{col 48}{space 1}   -0.90{col 57}{space 3}0.368{col 65}{space 4} -1.43283{col 78}{space 3} .5315178
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}.64100197
{txt}Iteration 2:  Tolerance = {res}.24607863
{txt}Iteration 3:  Tolerance = {res}.26869203
{txt}Iteration 4:  Tolerance = {res}.19798625
{txt}Iteration 5:  Tolerance = {res}.13400168
{txt}Iteration 6:  Tolerance = {res}.08285129
{txt}Iteration 7:  Tolerance = {res}.04796644
{txt}Iteration 8:  Tolerance = {res}.02656857
{txt}Iteration 9:  Tolerance = {res}.01431063
{txt}Iteration 10: Tolerance = {res}.00757577
{txt}Iteration 11: Tolerance = {res}.00396695
{txt}Iteration 12: Tolerance = {res}.00206246
{txt}Iteration 13: Tolerance = {res}.00106702
{txt}Iteration 14: Tolerance = {res}.00055004
{txt}Iteration 15: Tolerance = {res}.00028276
{txt}Iteration 16: Tolerance = {res}.00014503
{txt}Iteration 17: Tolerance = {res}.00007426
{txt}Iteration 18: Tolerance = {res}.00003796
{txt}Iteration 19: Tolerance = {res}.00001938
{txt}Iteration 20: Tolerance = {res}9.883e-06
{txt}Iteration 21: Tolerance = {res}5.035e-06
{txt}Iteration 22: Tolerance = {res}2.563e-06
{txt}Iteration 23: Tolerance = {res}1.303e-06
{txt}Iteration 24: Tolerance = {res}6.626e-07

{txt}GEE population-averaged model{col 54}{txt}{lalign 16:Number of obs} = {res}{ralign 6:540}
{txt}Group and time vars: {res}a_id fy{txt}{col 54}{txt}{lalign 16:Number of groups} = {res}{ralign 6:94}
{txt}Family: {lalign 8:Binomial}{col 54}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 54}{ralign 16:min} = {res}{ralign 6:1}
{txt}Correlation: {res}unstructured{txt}{col 54}{ralign 16:avg} = {res}{ralign 6:5.7}
{txt}{col 54}{ralign 16:max} = {res}{ralign 6:7}
{txt}{col 54}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 6:355.63}
{txt}Scale parameter = {res}1{txt}{col 54}{txt}{lalign 16:Prob > chi2} = {res}{ralign 6:0.0000}

{txt}{ralign 89:(Std. err. adjusted for clustering on {res:a_id})}
{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 25}{c |}{col 37}  Semirobust
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 15}turnover {c |}{col 25}{res}{space 2} 1.943289{col 37}{space 2} 1.334455{col 48}{space 1}    1.46{col 57}{space 3}0.145{col 65}{space 4}-.6721938{col 78}{space 3} 4.558772
{txt}{space 14}h2_intrct {c |}{col 25}{res}{space 2}-.2120004{col 37}{space 2} 5.532001{col 48}{space 1}   -0.04{col 57}{space 3}0.969{col 65}{space 4}-11.05452{col 78}{space 3} 10.63052
{txt}{space 2}itsepabove15_los15pct {c |}{col 25}{res}{space 2}-.3915125{col 37}{space 2}  .830987{col 48}{space 1}   -0.47{col 57}{space 3}0.638{col 65}{space 4}-2.020217{col 78}{space 3} 1.237192
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.0461953{col 37}{space 2} .0955213{col 48}{space 1}   -0.48{col 57}{space 3}0.629{col 65}{space 4}-.2334137{col 78}{space 3} .1410231
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .2312146{col 37}{space 2} .2274963{col 48}{space 1}    1.02{col 57}{space 3}0.309{col 65}{space 4}-.2146699{col 78}{space 3}  .677099
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0116607{col 37}{space 2} .0270131{col 48}{space 1}   -0.43{col 57}{space 3}0.666{col 65}{space 4}-.0646054{col 78}{space 3} .0412841
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2}-.3918195{col 37}{space 2} .3132358{col 48}{space 1}   -1.25{col 57}{space 3}0.211{col 65}{space 4} -1.00575{col 78}{space 3} .2221114
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0361272{col 37}{space 2} .0299684{col 48}{space 1}    1.21{col 57}{space 3}0.228{col 65}{space 4}-.0226099{col 78}{space 3} .0948642
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0013155{col 37}{space 2} .0016668{col 48}{space 1}    0.79{col 57}{space 3}0.430{col 65}{space 4}-.0019515{col 78}{space 3} .0045824
{txt}{space 16}accrate {c |}{col 25}{res}{space 2} .0593889{col 37}{space 2} .5480048{col 48}{space 1}    0.11{col 57}{space 3}0.914{col 65}{space 4}-1.014681{col 78}{space 3} 1.133459
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.8312811{col 37}{space 2} .1722908{col 48}{space 1}   -4.82{col 57}{space 3}0.000{col 65}{space 4}-1.168965{col 78}{space 3}-.4935973
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0529054{col 37}{space 2} .0759956{col 48}{space 1}    0.70{col 57}{space 3}0.486{col 65}{space 4}-.0960433{col 78}{space 3} .2018541
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .0942419{col 37}{space 2} .1010235{col 48}{space 1}    0.93{col 57}{space 3}0.351{col 65}{space 4}-.1037604{col 78}{space 3} .2922443
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .3116694{col 37}{space 2} .1153355{col 48}{space 1}    2.70{col 57}{space 3}0.007{col 65}{space 4} .0856161{col 78}{space 3} .5377228
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2373213{col 37}{space 2} .1032229{col 48}{space 1}    2.30{col 57}{space 3}0.021{col 65}{space 4}  .035008{col 78}{space 3} .4396345
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2529417{col 37}{space 2} .1085042{col 48}{space 1}    2.33{col 57}{space 3}0.020{col 65}{space 4} .0402774{col 78}{space 3} .4656061
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.252211{col 37}{space 2}  .101042{col 48}{space 1}   12.39{col 57}{space 3}0.000{col 65}{space 4} 1.054173{col 78}{space 3}  1.45025
{txt}{space 14}turnoverb {c |}{col 25}{res}{space 2}-3.408889{col 37}{space 2} 2.502439{col 48}{space 1}   -1.36{col 57}{space 3}0.173{col 65}{space 4} -8.31358{col 78}{space 3} 1.495802
{txt}{space 1}itsepabove15_los15pctb {c |}{col 25}{res}{space 2}-.5384863{col 37}{space 2} 3.285336{col 48}{space 1}   -0.16{col 57}{space 3}0.870{col 65}{space 4}-6.977627{col 78}{space 3} 5.900654
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .8875859{col 37}{space 2} .3939237{col 48}{space 1}    2.25{col 57}{space 3}0.024{col 65}{space 4} .1155095{col 78}{space 3} 1.659662
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .4199814{col 37}{space 2} .3173302{col 48}{space 1}    1.32{col 57}{space 3}0.186{col 65}{space 4}-.2019745{col 78}{space 3} 1.041937
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2} .0075317{col 37}{space 2} .0634262{col 48}{space 1}    0.12{col 57}{space 3}0.905{col 65}{space 4}-.1167813{col 78}{space 3} .1318447
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0046584{col 37}{space 2} .0026002{col 48}{space 1}   -1.79{col 57}{space 3}0.073{col 65}{space 4}-.0097546{col 78}{space 3} .0004378
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-.6762851{col 37}{space 2} 1.453181{col 48}{space 1}   -0.47{col 57}{space 3}0.642{col 65}{space 4}-3.524467{col 78}{space 3} 2.171897
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-.9914616{col 37}{space 2} .3448194{col 48}{space 1}   -2.88{col 57}{space 3}0.004{col 65}{space 4}-1.667295{col 78}{space 3} -.315628
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0294031{col 37}{space 2} .0610399{col 48}{space 1}   -0.48{col 57}{space 3}0.630{col 65}{space 4} -.149039{col 78}{space 3} .0902329
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} -.018856{col 37}{space 2} .3821921{col 48}{space 1}   -0.05{col 57}{space 3}0.961{col 65}{space 4}-.7679387{col 78}{space 3} .7302267
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2}  .407442{col 37}{space 2} .5303492{col 48}{space 1}    0.77{col 57}{space 3}0.442{col 65}{space 4}-.6320232{col 78}{space 3} 1.446907
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.3298761{col 37}{space 2} .3358687{col 48}{space 1}   -0.98{col 57}{space 3}0.326{col 65}{space 4}-.9881666{col 78}{space 3} .3284145
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}


{col 15}QIC and QIC_u
___________________________________________
{col 1}Corr =                  {res}uns
{txt}{col 1}Family =                {res}bin
{txt}{col 1}Link =               {res}probit
{txt}{col 1}p =         {res}             29
{txt}{col 1}Trace =     {res}         12.064
{txt}{col 1}QIC =       {res}        599.230
{txt}{col 1}QIC_u =     {res}        633.103
{txt}___________________________________________
({res}est3{txt} stored)

{com}. *
. estadd scalar qic = r(qic)

{txt}added scalar:
                e(qic) =  {res}599.23015
{txt}
{com}. 
. eststo: calculate 1-(r(p)-r(qic))/(1-$qic_null)
.17958748
{txt}({res}est4{txt} stored)

{com}. estadd scalar pseudor = r(result)

{txt}added scalar:
            e(pseudor) =  {res}.17958748
{txt}
{com}. *
. *
. 
. eststo: qic delay_pct turnover h3_intrct itsepabove15_los15pct cio5 activityno_permil_pct cio_tenure lnitemp lnprojsize projects_no accrate  newprojects_pct y1-y7 turnoverb itsepabove15_los15pctb  activityno_permil_pctb lnitempb lnprojsizeb projects_nob accrateb newprojects_pctb cio_tenureb   dmeratio_totalspending dmeratio_totalspendingb  , i(a_id) t(fy) fam(bin) link(probit) corr(uns)
{txt}note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}.00004282
{txt}Iteration 2:  Tolerance = {res}5.702e-06
{txt}Iteration 3:  Tolerance = {res}8.444e-07

{txt}GEE population-averaged model{col 52}{txt}{lalign 16:Number of obs} = {res}{ralign 8:540}
{txt}Group variable: {res}a_id{txt}{col 52}{txt}{lalign 16:Number of groups} = {res}{ralign 8:94}
{txt}Family: {lalign 8:Binomial}{col 52}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 52}{ralign 16:min} = {res}{ralign 8:1}
{txt}Correlation: {res}independent{txt}{col 52}{ralign 16:avg} = {res}{ralign 8:5.7}
{txt}{col 52}{ralign 16:max} = {res}{ralign 8:7}
{txt}{col 52}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 8:70.95}
{txt}Scale parameter = {res}1{txt}{col 52}{txt}{lalign 16:Prob > chi2} = {res}{ralign 8:0.0000}

{txt}Pearson chi2({res:540}){col 21} = {res}{ralign 8:164.47}{txt}{col 52}{lalign 16:Deviance} = {res}{ralign 8:178.12}
{txt}Dispersion (Pearson){col 21} = {res}{ralign 8:.3045685}{col 52}{txt}{lalign 16:Dispersion} = {res}{ralign 8:.3298494}

{txt}{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  Std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 15}turnover {c |}{col 25}{res}{space 2} .9929359{col 37}{space 2} 2.516289{col 48}{space 1}    0.39{col 57}{space 3}0.693{col 65}{space 4}-3.938901{col 78}{space 3} 5.924772
{txt}{space 14}h3_intrct {c |}{col 25}{res}{space 2}-.3564143{col 37}{space 2} 3.933638{col 48}{space 1}   -0.09{col 57}{space 3}0.928{col 65}{space 4}-8.066203{col 78}{space 3} 7.353374
{txt}{space 2}itsepabove15_los15pct {c |}{col 25}{res}{space 2} -.828788{col 37}{space 2} 1.087084{col 48}{space 1}   -0.76{col 57}{space 3}0.446{col 65}{space 4}-2.959433{col 78}{space 3} 1.301857
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.0207898{col 37}{space 2} .2551023{col 48}{space 1}   -0.08{col 57}{space 3}0.935{col 65}{space 4}-.5207811{col 78}{space 3} .4792014
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .2532696{col 37}{space 2} .3372319{col 48}{space 1}    0.75{col 57}{space 3}0.453{col 65}{space 4}-.4076928{col 78}{space 3}  .914232
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0051648{col 37}{space 2} .0571432{col 48}{space 1}   -0.09{col 57}{space 3}0.928{col 65}{space 4}-.1171633{col 78}{space 3} .1068337
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2} -.471598{col 37}{space 2} .3297284{col 48}{space 1}   -1.43{col 57}{space 3}0.153{col 65}{space 4}-1.117854{col 78}{space 3} .1746577
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0552807{col 37}{space 2} .0545847{col 48}{space 1}    1.01{col 57}{space 3}0.311{col 65}{space 4}-.0517034{col 78}{space 3} .1622647
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0012562{col 37}{space 2} .0048532{col 48}{space 1}    0.26{col 57}{space 3}0.796{col 65}{space 4}-.0082559{col 78}{space 3} .0107683
{txt}{space 16}accrate {c |}{col 25}{res}{space 2}-.1327404{col 37}{space 2} 1.226423{col 48}{space 1}   -0.11{col 57}{space 3}0.914{col 65}{space 4}-2.536485{col 78}{space 3} 2.271004
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.7901842{col 37}{space 2} .2839757{col 48}{space 1}   -2.78{col 57}{space 3}0.005{col 65}{space 4}-1.346766{col 78}{space 3}-.2336021
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0532997{col 37}{space 2} .2388275{col 48}{space 1}    0.22{col 57}{space 3}0.823{col 65}{space 4}-.4147937{col 78}{space 3}  .521393
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .0810045{col 37}{space 2} .2383181{col 48}{space 1}    0.34{col 57}{space 3}0.734{col 65}{space 4}-.3860903{col 78}{space 3} .5480993
{txt}{space 21}y4 {c |}{col 25}{res}{space 2}  .274736{col 37}{space 2} .2538997{col 48}{space 1}    1.08{col 57}{space 3}0.279{col 65}{space 4}-.2228983{col 78}{space 3} .7723703
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2342983{col 37}{space 2} .2464587{col 48}{space 1}    0.95{col 57}{space 3}0.342{col 65}{space 4}-.2487519{col 78}{space 3} .7173484
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2497781{col 37}{space 2} .2452935{col 48}{space 1}    1.02{col 57}{space 3}0.309{col 65}{space 4}-.2309885{col 78}{space 3} .7305446
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.254502{col 37}{space 2} .2383591{col 48}{space 1}    5.26{col 57}{space 3}0.000{col 65}{space 4} .7873272{col 78}{space 3} 1.721678
{txt}{space 14}turnoverb {c |}{col 25}{res}{space 2}-2.394572{col 37}{space 2} 3.689059{col 48}{space 1}   -0.65{col 57}{space 3}0.516{col 65}{space 4}-9.624994{col 78}{space 3} 4.835851
{txt}{space 1}itsepabove15_los15pctb {c |}{col 25}{res}{space 2} .1864979{col 37}{space 2} 2.360119{col 48}{space 1}    0.08{col 57}{space 3}0.937{col 65}{space 4}-4.439251{col 78}{space 3} 4.812247
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2}  .914601{col 37}{space 2} .5166971{col 48}{space 1}    1.77{col 57}{space 3}0.077{col 65}{space 4}-.0981066{col 78}{space 3} 1.927309
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .5068614{col 37}{space 2} .3343745{col 48}{space 1}    1.52{col 57}{space 3}0.130{col 65}{space 4}-.1485006{col 78}{space 3} 1.162223
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2} -.006698{col 37}{space 2} .0838453{col 48}{space 1}   -0.08{col 57}{space 3}0.936{col 65}{space 4}-.1710317{col 78}{space 3} .1576357
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0048743{col 37}{space 2} .0062301{col 48}{space 1}   -0.78{col 57}{space 3}0.434{col 65}{space 4}-.0170852{col 78}{space 3} .0073366
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-.4253602{col 37}{space 2} 2.158045{col 48}{space 1}   -0.20{col 57}{space 3}0.844{col 65}{space 4} -4.65505{col 78}{space 3} 3.804329
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.091208{col 37}{space 2} .5030353{col 48}{space 1}   -2.17{col 57}{space 3}0.030{col 65}{space 4}-2.077139{col 78}{space 3}-.1052774
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2} -.045176{col 37}{space 2} .0899917{col 48}{space 1}   -0.50{col 57}{space 3}0.616{col 65}{space 4}-.2215565{col 78}{space 3} .1312045
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .1489176{col 37}{space 2} .6673128{col 48}{space 1}    0.22{col 57}{space 3}0.823{col 65}{space 4}-1.158991{col 78}{space 3} 1.456827
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .4592389{col 37}{space 2} .8810928{col 48}{space 1}    0.52{col 57}{space 3}0.602{col 65}{space 4}-1.267671{col 78}{space 3} 2.186149
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.4197029{col 37}{space 2} .5034375{col 48}{space 1}   -0.83{col 57}{space 3}0.404{col 65}{space 4}-1.406422{col 78}{space 3} .5670165
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}1.7159663
{txt}Iteration 2:  Tolerance = {res}.06204337
{txt}Iteration 3:  Tolerance = {res}.0228705
{txt}Iteration 4:  Tolerance = {res}.00530865
{txt}Iteration 5:  Tolerance = {res}.00222223
{txt}Iteration 6:  Tolerance = {res}.0009441
{txt}Iteration 7:  Tolerance = {res}.00046126
{txt}Iteration 8:  Tolerance = {res}.00023162
{txt}Iteration 9:  Tolerance = {res}.00011099
{txt}Iteration 10: Tolerance = {res}.00005134
{txt}Iteration 11: Tolerance = {res}.00002307
{txt}Iteration 12: Tolerance = {res}.0000101
{txt}Iteration 13: Tolerance = {res}4.315e-06
{txt}Iteration 14: Tolerance = {res}1.808e-06
{txt}Iteration 15: Tolerance = {res}7.925e-07

{txt}GEE population-averaged model{col 54}{txt}{lalign 16:Number of obs} = {res}{ralign 6:540}
{txt}Group and time vars: {res}a_id fy{txt}{col 54}{txt}{lalign 16:Number of groups} = {res}{ralign 6:94}
{txt}Family: {lalign 8:Binomial}{col 54}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 54}{ralign 16:min} = {res}{ralign 6:1}
{txt}Correlation: {res}unstructured{txt}{col 54}{ralign 16:avg} = {res}{ralign 6:5.7}
{txt}{col 54}{ralign 16:max} = {res}{ralign 6:7}
{txt}{col 54}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 6:345.74}
{txt}Scale parameter = {res}1{txt}{col 54}{txt}{lalign 16:Prob > chi2} = {res}{ralign 6:0.0000}

{txt}{ralign 89:(Std. err. adjusted for clustering on {res:a_id})}
{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 25}{c |}{col 37}  Semirobust
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 15}turnover {c |}{col 25}{res}{space 2} 2.441501{col 37}{space 2} 1.184479{col 48}{space 1}    2.06{col 57}{space 3}0.039{col 65}{space 4} .1199653{col 78}{space 3} 4.763036
{txt}{space 14}h3_intrct {c |}{col 25}{res}{space 2}-2.927227{col 37}{space 2}  1.38038{col 48}{space 1}   -2.12{col 57}{space 3}0.034{col 65}{space 4}-5.632722{col 78}{space 3}-.2217321
{txt}{space 2}itsepabove15_los15pct {c |}{col 25}{res}{space 2}-.4096446{col 37}{space 2} .5745045{col 48}{space 1}   -0.71{col 57}{space 3}0.476{col 65}{space 4}-1.535653{col 78}{space 3} .7163635
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2} .0836051{col 37}{space 2} .1261534{col 48}{space 1}    0.66{col 57}{space 3}0.508{col 65}{space 4}-.1636511{col 78}{space 3} .3308612
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2}   .24412{col 37}{space 2} .2198133{col 48}{space 1}    1.11{col 57}{space 3}0.267{col 65}{space 4}-.1867062{col 78}{space 3} .6749462
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0143498{col 37}{space 2} .0265332{col 48}{space 1}   -0.54{col 57}{space 3}0.589{col 65}{space 4}-.0663539{col 78}{space 3} .0376544
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2}-.3597761{col 37}{space 2} .3070592{col 48}{space 1}   -1.17{col 57}{space 3}0.241{col 65}{space 4} -.961601{col 78}{space 3} .2420488
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0412083{col 37}{space 2} .0283722{col 48}{space 1}    1.45{col 57}{space 3}0.146{col 65}{space 4}-.0144002{col 78}{space 3} .0968169
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0011599{col 37}{space 2} .0016699{col 48}{space 1}    0.69{col 57}{space 3}0.487{col 65}{space 4} -.002113{col 78}{space 3} .0044328
{txt}{space 16}accrate {c |}{col 25}{res}{space 2}-.0778089{col 37}{space 2} .5521717{col 48}{space 1}   -0.14{col 57}{space 3}0.888{col 65}{space 4}-1.160046{col 78}{space 3} 1.004428
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.8272568{col 37}{space 2} .1697059{col 48}{space 1}   -4.87{col 57}{space 3}0.000{col 65}{space 4}-1.159874{col 78}{space 3}-.4946394
{txt}{space 21}y2 {c |}{col 25}{res}{space 2}  .061051{col 37}{space 2} .0731134{col 48}{space 1}    0.84{col 57}{space 3}0.404{col 65}{space 4}-.0822486{col 78}{space 3} .2043507
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .1015857{col 37}{space 2}  .100248{col 48}{space 1}    1.01{col 57}{space 3}0.311{col 65}{space 4}-.0948968{col 78}{space 3} .2980681
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .2951684{col 37}{space 2} .1160068{col 48}{space 1}    2.54{col 57}{space 3}0.011{col 65}{space 4} .0677993{col 78}{space 3} .5225375
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2492509{col 37}{space 2} .1035049{col 48}{space 1}    2.41{col 57}{space 3}0.016{col 65}{space 4}  .046385{col 78}{space 3} .4521168
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2656914{col 37}{space 2} .1074605{col 48}{space 1}    2.47{col 57}{space 3}0.013{col 65}{space 4} .0550727{col 78}{space 3} .4763102
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.256248{col 37}{space 2} .1012043{col 48}{space 1}   12.41{col 57}{space 3}0.000{col 65}{space 4} 1.057891{col 78}{space 3} 1.454605
{txt}{space 14}turnoverb {c |}{col 25}{res}{space 2}-3.503196{col 37}{space 2} 2.542083{col 48}{space 1}   -1.38{col 57}{space 3}0.168{col 65}{space 4}-8.485587{col 78}{space 3} 1.479195
{txt}{space 1}itsepabove15_los15pctb {c |}{col 25}{res}{space 2}-.4742004{col 37}{space 2} 3.320472{col 48}{space 1}   -0.14{col 57}{space 3}0.886{col 65}{space 4}-6.982207{col 78}{space 3} 6.033806
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .8843127{col 37}{space 2}  .383203{col 48}{space 1}    2.31{col 57}{space 3}0.021{col 65}{space 4} .1332485{col 78}{space 3} 1.635377
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .3878949{col 37}{space 2} .3117924{col 48}{space 1}    1.24{col 57}{space 3}0.213{col 65}{space 4}-.2232069{col 78}{space 3} .9989967
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2} .0047098{col 37}{space 2} .0609567{col 48}{space 1}    0.08{col 57}{space 3}0.938{col 65}{space 4}-.1147631{col 78}{space 3} .1241826
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0047844{col 37}{space 2} .0025741{col 48}{space 1}   -1.86{col 57}{space 3}0.063{col 65}{space 4}-.0098296{col 78}{space 3} .0002608
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2} -.558614{col 37}{space 2} 1.461852{col 48}{space 1}   -0.38{col 57}{space 3}0.702{col 65}{space 4}-3.423792{col 78}{space 3} 2.306564
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-.9669162{col 37}{space 2}  .347247{col 48}{space 1}   -2.78{col 57}{space 3}0.005{col 65}{space 4}-1.647508{col 78}{space 3}-.2863246
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0231911{col 37}{space 2} .0621011{col 48}{space 1}   -0.37{col 57}{space 3}0.709{col 65}{space 4} -.144907{col 78}{space 3} .0985248
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2}-.0323878{col 37}{space 2} .3785425{col 48}{space 1}   -0.09{col 57}{space 3}0.932{col 65}{space 4}-.7743174{col 78}{space 3} .7095418
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .4485454{col 37}{space 2}  .526554{col 48}{space 1}    0.85{col 57}{space 3}0.394{col 65}{space 4}-.5834814{col 78}{space 3} 1.480572
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.3881628{col 37}{space 2}   .34601{col 48}{space 1}   -1.12{col 57}{space 3}0.262{col 65}{space 4} -1.06633{col 78}{space 3} .2900043
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}


{col 15}QIC and QIC_u
___________________________________________
{col 1}Corr =                  {res}uns
{txt}{col 1}Family =                {res}bin
{txt}{col 1}Link =               {res}probit
{txt}{col 1}p =         {res}             29
{txt}{col 1}Trace =     {res}         12.243
{txt}{col 1}QIC =       {res}        599.955
{txt}{col 1}QIC_u =     {res}        633.469
{txt}___________________________________________
({res}est5{txt} stored)

{com}. *
. estadd scalar qic = r(qic)

{txt}added scalar:
                e(qic) =  {res}599.95511
{txt}
{com}. 
. eststo: calculate 1-(r(p)-r(qic))/(1-$qic_null)
.17854446
{txt}({res}est6{txt} stored)

{com}. estadd scalar pseudor = r(result)

{txt}added scalar:
            e(pseudor) =  {res}.17854446
{txt}
{com}. *
. *
. eststo: qic delay_pct turnover h4_intrct itsepabove15_los15pct cio5 activityno_permil_pct cio_tenure lnitemp lnprojsize projects_no accrate  newprojects_pct y1-y7 turnoverb itsepabove15_los15pctb  activityno_permil_pctb lnitempb lnprojsizeb projects_nob accrateb newprojects_pctb cio_tenureb   dmeratio_totalspending dmeratio_totalspendingb  , i(a_id) t(fy) fam(bin) link(probit) corr(uns)
{txt}note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}.00003689
{txt}Iteration 2:  Tolerance = {res}6.767e-06
{txt}Iteration 3:  Tolerance = {res}8.009e-07

{txt}GEE population-averaged model{col 52}{txt}{lalign 16:Number of obs} = {res}{ralign 8:540}
{txt}Group variable: {res}a_id{txt}{col 52}{txt}{lalign 16:Number of groups} = {res}{ralign 8:94}
{txt}Family: {lalign 8:Binomial}{col 52}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 52}{ralign 16:min} = {res}{ralign 8:1}
{txt}Correlation: {res}independent{txt}{col 52}{ralign 16:avg} = {res}{ralign 8:5.7}
{txt}{col 52}{ralign 16:max} = {res}{ralign 8:7}
{txt}{col 52}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 8:70.97}
{txt}Scale parameter = {res}1{txt}{col 52}{txt}{lalign 16:Prob > chi2} = {res}{ralign 8:0.0000}

{txt}Pearson chi2({res:540}){col 21} = {res}{ralign 7:164.95}{txt}{col 52}{lalign 16:Deviance} = {res}{ralign 8:178.11}
{txt}Dispersion (Pearson){col 21} = {res}{ralign 7:.305459}{col 52}{txt}{lalign 16:Dispersion} = {res}{ralign 8:.3298365}

{txt}{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  Std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 15}turnover {c |}{col 25}{res}{space 2} .6857933{col 37}{space 2} 3.090576{col 48}{space 1}    0.22{col 57}{space 3}0.824{col 65}{space 4}-5.371623{col 78}{space 3}  6.74321
{txt}{space 14}h4_intrct {c |}{col 25}{res}{space 2} .6309537{col 37}{space 2} 5.100236{col 48}{space 1}    0.12{col 57}{space 3}0.902{col 65}{space 4}-9.365324{col 78}{space 3} 10.62723
{txt}{space 2}itsepabove15_los15pct {c |}{col 25}{res}{space 2}-.8208066{col 37}{space 2} 1.089606{col 48}{space 1}   -0.75{col 57}{space 3}0.451{col 65}{space 4}-2.956396{col 78}{space 3} 1.314783
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.0364853{col 37}{space 2} .1893417{col 48}{space 1}   -0.19{col 57}{space 3}0.847{col 65}{space 4}-.4075883{col 78}{space 3} .3346177
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .2213161{col 37}{space 2} .4192253{col 48}{space 1}    0.53{col 57}{space 3}0.598{col 65}{space 4}-.6003505{col 78}{space 3} 1.042983
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0050045{col 37}{space 2} .0570122{col 48}{space 1}   -0.09{col 57}{space 3}0.930{col 65}{space 4}-.1167463{col 78}{space 3} .1067374
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2}-.4695475{col 37}{space 2} .3298444{col 48}{space 1}   -1.42{col 57}{space 3}0.155{col 65}{space 4}-1.116031{col 78}{space 3} .1769356
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0551977{col 37}{space 2} .0544098{col 48}{space 1}    1.01{col 57}{space 3}0.310{col 65}{space 4}-.0514436{col 78}{space 3} .1618389
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0012435{col 37}{space 2} .0048559{col 48}{space 1}    0.26{col 57}{space 3}0.798{col 65}{space 4}-.0082739{col 78}{space 3} .0107608
{txt}{space 16}accrate {c |}{col 25}{res}{space 2}-.1189241{col 37}{space 2}  1.22151{col 48}{space 1}   -0.10{col 57}{space 3}0.922{col 65}{space 4}-2.513039{col 78}{space 3} 2.275191
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.7920539{col 37}{space 2}  .284416{col 48}{space 1}   -2.78{col 57}{space 3}0.005{col 65}{space 4}-1.349499{col 78}{space 3}-.2346089
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0519435{col 37}{space 2}  .238519{col 48}{space 1}    0.22{col 57}{space 3}0.828{col 65}{space 4}-.4155451{col 78}{space 3} .5194322
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .0791268{col 37}{space 2} .2378171{col 48}{space 1}    0.33{col 57}{space 3}0.739{col 65}{space 4}-.3869862{col 78}{space 3} .5452397
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .2750635{col 37}{space 2} .2534656{col 48}{space 1}    1.09{col 57}{space 3}0.278{col 65}{space 4}-.2217199{col 78}{space 3} .7718469
{txt}{space 21}y5 {c |}{col 25}{res}{space 2}  .231991{col 37}{space 2} .2453778{col 48}{space 1}    0.95{col 57}{space 3}0.344{col 65}{space 4}-.2489407{col 78}{space 3} .7129227
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2462543{col 37}{space 2} .2447466{col 48}{space 1}    1.01{col 57}{space 3}0.314{col 65}{space 4}-.2334401{col 78}{space 3} .7259488
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.251812{col 37}{space 2} .2385853{col 48}{space 1}    5.25{col 57}{space 3}0.000{col 65}{space 4} .7841931{col 78}{space 3}  1.71943
{txt}{space 14}turnoverb {c |}{col 25}{res}{space 2}-2.376682{col 37}{space 2} 3.691639{col 48}{space 1}   -0.64{col 57}{space 3}0.520{col 65}{space 4}-9.612162{col 78}{space 3} 4.858798
{txt}{space 1}itsepabove15_los15pctb {c |}{col 25}{res}{space 2} .1928139{col 37}{space 2} 2.363805{col 48}{space 1}    0.08{col 57}{space 3}0.935{col 65}{space 4}-4.440158{col 78}{space 3} 4.825786
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .9139331{col 37}{space 2} .5166715{col 48}{space 1}    1.77{col 57}{space 3}0.077{col 65}{space 4}-.0987243{col 78}{space 3} 1.926591
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .5051681{col 37}{space 2} .3342583{col 48}{space 1}    1.51{col 57}{space 3}0.131{col 65}{space 4}-.1499661{col 78}{space 3} 1.160302
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2}-.0072736{col 37}{space 2}  .084019{col 48}{space 1}   -0.09{col 57}{space 3}0.931{col 65}{space 4}-.1719477{col 78}{space 3} .1574005
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0048293{col 37}{space 2} .0062381{col 48}{space 1}   -0.77{col 57}{space 3}0.439{col 65}{space 4}-.0170557{col 78}{space 3}  .007397
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-.4207674{col 37}{space 2} 2.164262{col 48}{space 1}   -0.19{col 57}{space 3}0.846{col 65}{space 4}-4.662642{col 78}{space 3} 3.821107
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.095114{col 37}{space 2} .5017002{col 48}{space 1}   -2.18{col 57}{space 3}0.029{col 65}{space 4}-2.078428{col 78}{space 3}-.1117994
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0459433{col 37}{space 2}  .089912{col 48}{space 1}   -0.51{col 57}{space 3}0.609{col 65}{space 4}-.2221676{col 78}{space 3} .1302809
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .1437691{col 37}{space 2} .6698323{col 48}{space 1}    0.21{col 57}{space 3}0.830{col 65}{space 4}-1.169078{col 78}{space 3} 1.456616
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .4632795{col 37}{space 2} .8815799{col 48}{space 1}    0.53{col 57}{space 3}0.599{col 65}{space 4}-1.264585{col 78}{space 3} 2.191144
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.4036352{col 37}{space 2} .5000838{col 48}{space 1}   -0.81{col 57}{space 3}0.420{col 65}{space 4}-1.383782{col 78}{space 3} .5765111
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}1.5375114
{txt}Iteration 2:  Tolerance = {res}.07314543
{txt}Iteration 3:  Tolerance = {res}.02934571
{txt}Iteration 4:  Tolerance = {res}.00567316
{txt}Iteration 5:  Tolerance = {res}.00239789
{txt}Iteration 6:  Tolerance = {res}.00114999
{txt}Iteration 7:  Tolerance = {res}.00055391
{txt}Iteration 8:  Tolerance = {res}.00028247
{txt}Iteration 9:  Tolerance = {res}.00013905
{txt}Iteration 10: Tolerance = {res}.00006695
{txt}Iteration 11: Tolerance = {res}.00003161
{txt}Iteration 12: Tolerance = {res}.0000147
{txt}Iteration 13: Tolerance = {res}6.740e-06
{txt}Iteration 14: Tolerance = {res}3.054e-06
{txt}Iteration 15: Tolerance = {res}1.368e-06
{txt}Iteration 16: Tolerance = {res}6.067e-07

{txt}GEE population-averaged model{col 54}{txt}{lalign 16:Number of obs} = {res}{ralign 6:540}
{txt}Group and time vars: {res}a_id fy{txt}{col 54}{txt}{lalign 16:Number of groups} = {res}{ralign 6:94}
{txt}Family: {lalign 8:Binomial}{col 54}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 54}{ralign 16:min} = {res}{ralign 6:1}
{txt}Correlation: {res}unstructured{txt}{col 54}{ralign 16:avg} = {res}{ralign 6:5.7}
{txt}{col 54}{ralign 16:max} = {res}{ralign 6:7}
{txt}{col 54}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 6:376.62}
{txt}Scale parameter = {res}1{txt}{col 54}{txt}{lalign 16:Prob > chi2} = {res}{ralign 6:0.0000}

{txt}{ralign 89:(Std. err. adjusted for clustering on {res:a_id})}
{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 25}{c |}{col 37}  Semirobust
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 15}turnover {c |}{col 25}{res}{space 2} 2.564942{col 37}{space 2} 1.514777{col 48}{space 1}    1.69{col 57}{space 3}0.090{col 65}{space 4} -.403966{col 78}{space 3}  5.53385
{txt}{space 14}h4_intrct {c |}{col 25}{res}{space 2}-1.748868{col 37}{space 2} 2.372587{col 48}{space 1}   -0.74{col 57}{space 3}0.461{col 65}{space 4}-6.399053{col 78}{space 3} 2.901318
{txt}{space 2}itsepabove15_los15pct {c |}{col 25}{res}{space 2}-.4441194{col 37}{space 2} .5594393{col 48}{space 1}   -0.79{col 57}{space 3}0.427{col 65}{space 4}  -1.5406{col 78}{space 3} .6523614
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.0401273{col 37}{space 2} .0947293{col 48}{space 1}   -0.42{col 57}{space 3}0.672{col 65}{space 4}-.2257933{col 78}{space 3} .1455387
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .3135873{col 37}{space 2} .2738797{col 48}{space 1}    1.14{col 57}{space 3}0.252{col 65}{space 4}-.2232069{col 78}{space 3} .8503816
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0100711{col 37}{space 2} .0266881{col 48}{space 1}   -0.38{col 57}{space 3}0.706{col 65}{space 4}-.0623788{col 78}{space 3} .0422365
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2} -.389962{col 37}{space 2} .3067606{col 48}{space 1}   -1.27{col 57}{space 3}0.204{col 65}{space 4}-.9912017{col 78}{space 3} .2112777
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0363987{col 37}{space 2} .0294362{col 48}{space 1}    1.24{col 57}{space 3}0.216{col 65}{space 4}-.0212952{col 78}{space 3} .0940926
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2}  .001423{col 37}{space 2} .0016678{col 48}{space 1}    0.85{col 57}{space 3}0.394{col 65}{space 4}-.0018459{col 78}{space 3} .0046919
{txt}{space 16}accrate {c |}{col 25}{res}{space 2} .0305251{col 37}{space 2} .5375438{col 48}{space 1}    0.06{col 57}{space 3}0.955{col 65}{space 4}-1.023041{col 78}{space 3} 1.084092
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.8357648{col 37}{space 2} .1694516{col 48}{space 1}   -4.93{col 57}{space 3}0.000{col 65}{space 4}-1.167884{col 78}{space 3}-.5036458
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0535885{col 37}{space 2}  .074748{col 48}{space 1}    0.72{col 57}{space 3}0.473{col 65}{space 4}-.0929149{col 78}{space 3}  .200092
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .0930274{col 37}{space 2} .1004873{col 48}{space 1}    0.93{col 57}{space 3}0.355{col 65}{space 4}-.1039241{col 78}{space 3}  .289979
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .3121114{col 37}{space 2} .1140419{col 48}{space 1}    2.74{col 57}{space 3}0.006{col 65}{space 4} .0885935{col 78}{space 3} .5356294
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2365752{col 37}{space 2} .1028759{col 48}{space 1}    2.30{col 57}{space 3}0.021{col 65}{space 4} .0349421{col 78}{space 3} .4382082
{txt}{space 21}y6 {c |}{col 25}{res}{space 2}  .257323{col 37}{space 2} .1072081{col 48}{space 1}    2.40{col 57}{space 3}0.016{col 65}{space 4} .0471989{col 78}{space 3} .4674471
{txt}{space 21}y7 {c |}{col 25}{res}{space 2}  1.25871{col 37}{space 2} .0991648{col 48}{space 1}   12.69{col 57}{space 3}0.000{col 65}{space 4}  1.06435{col 78}{space 3} 1.453069
{txt}{space 14}turnoverb {c |}{col 25}{res}{space 2}-3.509427{col 37}{space 2} 2.537888{col 48}{space 1}   -1.38{col 57}{space 3}0.167{col 65}{space 4}-8.483596{col 78}{space 3} 1.464743
{txt}{space 1}itsepabove15_los15pctb {c |}{col 25}{res}{space 2}-.5029342{col 37}{space 2} 3.263885{col 48}{space 1}   -0.15{col 57}{space 3}0.878{col 65}{space 4}-6.900031{col 78}{space 3} 5.894163
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .8857375{col 37}{space 2} .3852062{col 48}{space 1}    2.30{col 57}{space 3}0.021{col 65}{space 4} .1307471{col 78}{space 3} 1.640728
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .4192483{col 37}{space 2} .3120403{col 48}{space 1}    1.34{col 57}{space 3}0.179{col 65}{space 4}-.1923394{col 78}{space 3} 1.030836
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2} .0065455{col 37}{space 2} .0616593{col 48}{space 1}    0.11{col 57}{space 3}0.915{col 65}{space 4}-.1143045{col 78}{space 3} .1273955
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0047909{col 37}{space 2}   .00258{col 48}{space 1}   -1.86{col 57}{space 3}0.063{col 65}{space 4}-.0098477{col 78}{space 3} .0002659
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-.6720565{col 37}{space 2} 1.422823{col 48}{space 1}   -0.47{col 57}{space 3}0.637{col 65}{space 4}-3.460739{col 78}{space 3} 2.116626
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-.9807763{col 37}{space 2} .3449643{col 48}{space 1}   -2.84{col 57}{space 3}0.004{col 65}{space 4}-1.656894{col 78}{space 3}-.3046586
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0292958{col 37}{space 2} .0618284{col 48}{space 1}   -0.47{col 57}{space 3}0.636{col 65}{space 4}-.1504772{col 78}{space 3} .0918857
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .0067332{col 37}{space 2}  .382773{col 48}{space 1}    0.02{col 57}{space 3}0.986{col 65}{space 4}-.7434881{col 78}{space 3} .7569544
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .3962258{col 37}{space 2} .5342375{col 48}{space 1}    0.74{col 57}{space 3}0.458{col 65}{space 4}-.6508604{col 78}{space 3} 1.443312
{txt}{space 18}_cons {c |}{col 25}{res}{space 2} -.366984{col 37}{space 2} .3383222{col 48}{space 1}   -1.08{col 57}{space 3}0.278{col 65}{space 4}-1.030083{col 78}{space 3} .2961154
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}


{col 15}QIC and QIC_u
___________________________________________
{col 1}Corr =                  {res}uns
{txt}{col 1}Family =                {res}bin
{txt}{col 1}Link =               {res}probit
{txt}{col 1}p =         {res}             29
{txt}{col 1}Trace =     {res}         12.212
{txt}{col 1}QIC =       {res}        599.705
{txt}{col 1}QIC_u =     {res}        633.281
{txt}___________________________________________
({res}est7{txt} stored)

{com}. *
. estadd scalar qic = r(qic)

{txt}added scalar:
                e(qic) =  {res}599.70476
{txt}
{com}. 
. eststo: calculate 1-(r(p)-r(qic))/(1-$qic_null)
.17890465
{txt}({res}est8{txt} stored)

{com}. estadd scalar pseudor = r(result)

{txt}added scalar:
            e(pseudor) =  {res}.17890465
{txt}
{com}. *
. *
. ******************************************************************************************************************************************************************************
. * [MODEL 5 - 8] [FIGURES 3D-6D] MANAGERIAL TURNOVER MODELS
. gen mg_h2_intrct = turnover_gs13*gs13above15_los15pct
{txt}(20 missing values generated)

{com}. gen mg_h3_intrct = turnover_gs13*cio5
{txt}(25 missing values generated)

{com}. gen mg_h4_intrct = turnover_gs13*activityno_permil_pct
{txt}(18 missing values generated)

{com}. 
. * [MODEL 5, FIGURE 3D] BASELINE 
. eststo: qic delay_pct turnover_gs13  gs13above15_los15pct cio5 activityno_permil_pct cio_tenure  lnitemp lnprojsize projects_no accrate  newprojects_pct y1-y7 turnover_gs13b gs13above15_los15pctb activityno_permil_pctb lnitempb lnprojsizeb projects_nob accrateb newprojects_pctb, i(a_id) t(fy) fam(bin) link(probit) corr(uns)
{txt}note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}.00001604
{txt}Iteration 2:  Tolerance = {res}1.665e-06
{txt}Iteration 3:  Tolerance = {res}1.721e-07

{txt}GEE population-averaged model{col 52}{txt}{lalign 16:Number of obs} = {res}{ralign 8:522}
{txt}Group variable: {res}a_id{txt}{col 52}{txt}{lalign 16:Number of groups} = {res}{ralign 8:92}
{txt}Family: {lalign 8:Binomial}{col 52}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 52}{ralign 16:min} = {res}{ralign 8:1}
{txt}Correlation: {res}independent{txt}{col 52}{ralign 16:avg} = {res}{ralign 8:5.7}
{txt}{col 52}{ralign 16:max} = {res}{ralign 8:7}
{txt}{col 52}{txt}{lalign 16:Wald chi2({res:24})} = {res}{ralign 8:68.14}
{txt}Scale parameter = {res}1{txt}{col 52}{txt}{lalign 16:Prob > chi2} = {res}{ralign 8:0.0000}

{txt}Pearson chi2({res:522}){col 21} = {res}{ralign 8:148.81}{txt}{col 52}{lalign 16:Deviance} = {res}{ralign 8:162.37}
{txt}Dispersion (Pearson){col 21} = {res}{ralign 8:.2850816}{col 52}{txt}{lalign 16:Dispersion} = {res}{ralign 8:.3110587}

{txt}{hline 23}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}             delay_pct{col 24}{c |} Coefficient{col 36}  Std. err.{col 48}      z{col 56}   P>|z|{col 64}     [95% con{col 77}f. interval]
{hline 23}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}turnover_gs13 {c |}{col 24}{res}{space 2} 1.319549{col 36}{space 2} 3.611849{col 47}{space 1}    0.37{col 56}{space 3}0.715{col 64}{space 4}-5.759544{col 77}{space 3} 8.398642
{txt}{space 2}gs13above15_los15pct {c |}{col 24}{res}{space 2}-.6113562{col 36}{space 2} 2.593269{col 47}{space 1}   -0.24{col 56}{space 3}0.814{col 64}{space 4}-5.694071{col 77}{space 3} 4.471358
{txt}{space 18}cio5 {c |}{col 24}{res}{space 2} -.065842{col 36}{space 2} .1958464{col 47}{space 1}   -0.34{col 56}{space 3}0.737{col 64}{space 4}-.4496939{col 77}{space 3}   .31801
{txt}{space 1}activityno_permil_pct {c |}{col 24}{res}{space 2} .2694578{col 36}{space 2}  .353137{col 47}{space 1}    0.76{col 56}{space 3}0.445{col 64}{space 4} -.422678{col 77}{space 3} .9615936
{txt}{space 12}cio_tenure {c |}{col 24}{res}{space 2} -.027698{col 36}{space 2} .0455837{col 47}{space 1}   -0.61{col 56}{space 3}0.543{col 64}{space 4}-.1170405{col 77}{space 3} .0616444
{txt}{space 15}lnitemp {c |}{col 24}{res}{space 2} -.376549{col 36}{space 2} .3728738{col 47}{space 1}   -1.01{col 56}{space 3}0.313{col 64}{space 4}-1.107368{col 77}{space 3} .3542702
{txt}{space 12}lnprojsize {c |}{col 24}{res}{space 2} .0678046{col 36}{space 2} .0561143{col 47}{space 1}    1.21{col 56}{space 3}0.227{col 64}{space 4}-.0421774{col 77}{space 3} .1777867
{txt}{space 11}projects_no {c |}{col 24}{res}{space 2} .0017841{col 36}{space 2} .0048885{col 47}{space 1}    0.36{col 56}{space 3}0.715{col 64}{space 4}-.0077971{col 77}{space 3} .0113654
{txt}{space 15}accrate {c |}{col 24}{res}{space 2} .0020486{col 36}{space 2} 1.270644{col 47}{space 1}    0.00{col 56}{space 3}0.999{col 64}{space 4}-2.488369{col 77}{space 3} 2.492466
{txt}{space 7}newprojects_pct {c |}{col 24}{res}{space 2}-.7354978{col 36}{space 2} .2989233{col 47}{space 1}   -2.46{col 56}{space 3}0.014{col 64}{space 4}-1.321377{col 77}{space 3}-.1496188
{txt}{space 20}y2 {c |}{col 24}{res}{space 2} .0401866{col 36}{space 2} .2392399{col 47}{space 1}    0.17{col 56}{space 3}0.867{col 64}{space 4}-.4287149{col 77}{space 3} .5090881
{txt}{space 20}y3 {c |}{col 24}{res}{space 2}  .113405{col 36}{space 2} .2375489{col 47}{space 1}    0.48{col 56}{space 3}0.633{col 64}{space 4}-.3521823{col 77}{space 3} .5789924
{txt}{space 20}y4 {c |}{col 24}{res}{space 2} .3321561{col 36}{space 2} .2581627{col 47}{space 1}    1.29{col 56}{space 3}0.198{col 64}{space 4}-.1738334{col 77}{space 3} .8381457
{txt}{space 20}y5 {c |}{col 24}{res}{space 2} .2266514{col 36}{space 2} .2493819{col 47}{space 1}    0.91{col 56}{space 3}0.363{col 64}{space 4}-.2621281{col 77}{space 3} .7154309
{txt}{space 20}y6 {c |}{col 24}{res}{space 2} .3016292{col 36}{space 2} .2455137{col 47}{space 1}    1.23{col 56}{space 3}0.219{col 64}{space 4}-.1795689{col 77}{space 3} .7828272
{txt}{space 20}y7 {c |}{col 24}{res}{space 2} 1.255144{col 36}{space 2} .2413912{col 47}{space 1}    5.20{col 56}{space 3}0.000{col 64}{space 4} .7820257{col 77}{space 3} 1.728262
{txt}{space 8}turnover_gs13b {c |}{col 24}{res}{space 2}-.4542662{col 36}{space 2} 5.082575{col 47}{space 1}   -0.09{col 56}{space 3}0.929{col 64}{space 4}-10.41593{col 77}{space 3} 9.507398
{txt}{space 1}gs13above15_los15pctb {c |}{col 24}{res}{space 2}-6.486428{col 36}{space 2} 4.014545{col 47}{space 1}   -1.62{col 56}{space 3}0.106{col 64}{space 4}-14.35479{col 77}{space 3} 1.381936
{txt}activityno_permil_pctb {c |}{col 24}{res}{space 2} .8725904{col 36}{space 2} .5244735{col 47}{space 1}    1.66{col 56}{space 3}0.096{col 64}{space 4}-.1553588{col 77}{space 3}  1.90054
{txt}{space 14}lnitempb {c |}{col 24}{res}{space 2} .3654656{col 36}{space 2} .3761163{col 47}{space 1}    0.97{col 56}{space 3}0.331{col 64}{space 4}-.3717088{col 77}{space 3}  1.10264
{txt}{space 11}lnprojsizeb {c |}{col 24}{res}{space 2} .0122856{col 36}{space 2}  .086967{col 47}{space 1}    0.14{col 56}{space 3}0.888{col 64}{space 4}-.1581666{col 77}{space 3} .1827378
{txt}{space 10}projects_nob {c |}{col 24}{res}{space 2}-.0046596{col 36}{space 2} .0061816{col 47}{space 1}   -0.75{col 56}{space 3}0.451{col 64}{space 4}-.0167753{col 77}{space 3}  .007456
{txt}{space 14}accrateb {c |}{col 24}{res}{space 2}-.5215118{col 36}{space 2} 2.017399{col 47}{space 1}   -0.26{col 56}{space 3}0.796{col 64}{space 4}-4.475541{col 77}{space 3} 3.432517
{txt}{space 6}newprojects_pctb {c |}{col 24}{res}{space 2} -1.27037{col 36}{space 2} .5242621{col 47}{space 1}   -2.42{col 56}{space 3}0.015{col 64}{space 4}-2.297905{col 77}{space 3}-.2428356
{txt}{space 17}_cons {c |}{col 24}{res}{space 2}-.1670967{col 36}{space 2} .4424729{col 47}{space 1}   -0.38{col 56}{space 3}0.706{col 64}{space 4}-1.034328{col 77}{space 3} .7001343
{txt}{hline 23}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}.52950074
{txt}Iteration 2:  Tolerance = {res}.27334442
{txt}Iteration 3:  Tolerance = {res}.10774498
{txt}Iteration 4:  Tolerance = {res}.02989959
{txt}Iteration 5:  Tolerance = {res}.01549658
{txt}Iteration 6:  Tolerance = {res}.00760871
{txt}Iteration 7:  Tolerance = {res}.00370695
{txt}Iteration 8:  Tolerance = {res}.00180081
{txt}Iteration 9:  Tolerance = {res}.00087156
{txt}Iteration 10: Tolerance = {res}.00042085
{txt}Iteration 11: Tolerance = {res}.00020292
{txt}Iteration 12: Tolerance = {res}.00009773
{txt}Iteration 13: Tolerance = {res}.00004703
{txt}Iteration 14: Tolerance = {res}.00002262
{txt}Iteration 15: Tolerance = {res}.00001088
{txt}Iteration 16: Tolerance = {res}5.230e-06
{txt}Iteration 17: Tolerance = {res}2.514e-06
{txt}Iteration 18: Tolerance = {res}1.208e-06
{txt}Iteration 19: Tolerance = {res}5.808e-07

{txt}GEE population-averaged model{col 54}{txt}{lalign 16:Number of obs} = {res}{ralign 6:522}
{txt}Group and time vars: {res}a_id fy{txt}{col 54}{txt}{lalign 16:Number of groups} = {res}{ralign 6:92}
{txt}Family: {lalign 8:Binomial}{col 54}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 54}{ralign 16:min} = {res}{ralign 6:1}
{txt}Correlation: {res}unstructured{txt}{col 54}{ralign 16:avg} = {res}{ralign 6:5.7}
{txt}{col 54}{ralign 16:max} = {res}{ralign 6:7}
{txt}{col 54}{txt}{lalign 16:Wald chi2({res:24})} = {res}{ralign 6:332.05}
{txt}Scale parameter = {res}1{txt}{col 54}{txt}{lalign 16:Prob > chi2} = {res}{ralign 6:0.0000}

{txt}{ralign 88:(Std. err. adjusted for clustering on {res:a_id})}
{hline 23}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 24}{c |}{col 36}  Semirobust
{col 1}             delay_pct{col 24}{c |} Coefficient{col 36}  std. err.{col 48}      z{col 56}   P>|z|{col 64}     [95% con{col 77}f. interval]
{hline 23}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}turnover_gs13 {c |}{col 24}{res}{space 2} .5963563{col 36}{space 2} 2.017186{col 47}{space 1}    0.30{col 56}{space 3}0.768{col 64}{space 4}-3.357256{col 77}{space 3} 4.549969
{txt}{space 2}gs13above15_los15pct {c |}{col 24}{res}{space 2}-.3934036{col 36}{space 2} 1.340285{col 47}{space 1}   -0.29{col 56}{space 3}0.769{col 64}{space 4}-3.020314{col 77}{space 3} 2.233507
{txt}{space 18}cio5 {c |}{col 24}{res}{space 2}-.1269058{col 36}{space 2} .0815975{col 47}{space 1}   -1.56{col 56}{space 3}0.120{col 64}{space 4}-.2868339{col 77}{space 3} .0330223
{txt}{space 1}activityno_permil_pct {c |}{col 24}{res}{space 2} .2602299{col 36}{space 2} .1934373{col 47}{space 1}    1.35{col 56}{space 3}0.179{col 64}{space 4}-.1189002{col 77}{space 3} .6393601
{txt}{space 12}cio_tenure {c |}{col 24}{res}{space 2} -.015912{col 36}{space 2}  .023181{col 47}{space 1}   -0.69{col 56}{space 3}0.492{col 64}{space 4}-.0613459{col 77}{space 3} .0295219
{txt}{space 15}lnitemp {c |}{col 24}{res}{space 2} .1500713{col 36}{space 2}  .221229{col 47}{space 1}    0.68{col 56}{space 3}0.498{col 64}{space 4}-.2835296{col 77}{space 3} .5836722
{txt}{space 12}lnprojsize {c |}{col 24}{res}{space 2}  .072367{col 36}{space 2} .0313409{col 47}{space 1}    2.31{col 56}{space 3}0.021{col 64}{space 4}   .01094{col 77}{space 3} .1337941
{txt}{space 11}projects_no {c |}{col 24}{res}{space 2} .0012815{col 36}{space 2} .0017937{col 47}{space 1}    0.71{col 56}{space 3}0.475{col 64}{space 4}-.0022341{col 77}{space 3}  .004797
{txt}{space 15}accrate {c |}{col 24}{res}{space 2} .6573211{col 36}{space 2} .5468873{col 47}{space 1}    1.20{col 56}{space 3}0.229{col 64}{space 4}-.4145583{col 77}{space 3}   1.7292
{txt}{space 7}newprojects_pct {c |}{col 24}{res}{space 2} -.846872{col 36}{space 2}   .16164{col 47}{space 1}   -5.24{col 56}{space 3}0.000{col 64}{space 4}-1.163681{col 77}{space 3}-.5300634
{txt}{space 20}y2 {c |}{col 24}{res}{space 2} .0124567{col 36}{space 2} .0827876{col 47}{space 1}    0.15{col 56}{space 3}0.880{col 64}{space 4}-.1498039{col 77}{space 3} .1747174
{txt}{space 20}y3 {c |}{col 24}{res}{space 2} .0839772{col 36}{space 2} .0968877{col 47}{space 1}    0.87{col 56}{space 3}0.386{col 64}{space 4}-.1059192{col 77}{space 3} .2738735
{txt}{space 20}y4 {c |}{col 24}{res}{space 2} .3415869{col 36}{space 2} .1213506{col 47}{space 1}    2.81{col 56}{space 3}0.005{col 64}{space 4}  .103744{col 77}{space 3} .5794298
{txt}{space 20}y5 {c |}{col 24}{res}{space 2} .2184724{col 36}{space 2} .1075399{col 47}{space 1}    2.03{col 56}{space 3}0.042{col 64}{space 4}  .007698{col 77}{space 3} .4292468
{txt}{space 20}y6 {c |}{col 24}{res}{space 2} .2815368{col 36}{space 2} .1094421{col 47}{space 1}    2.57{col 56}{space 3}0.010{col 64}{space 4} .0670342{col 77}{space 3} .4960393
{txt}{space 20}y7 {c |}{col 24}{res}{space 2} 1.192388{col 36}{space 2} .1034939{col 47}{space 1}   11.52{col 56}{space 3}0.000{col 64}{space 4} .9895435{col 77}{space 3} 1.395232
{txt}{space 8}turnover_gs13b {c |}{col 24}{res}{space 2} .2359588{col 36}{space 2}  3.20013{col 47}{space 1}    0.07{col 56}{space 3}0.941{col 64}{space 4}-6.036182{col 77}{space 3} 6.508099
{txt}{space 1}gs13above15_los15pctb {c |}{col 24}{res}{space 2}-6.250783{col 36}{space 2} 2.352842{col 47}{space 1}   -2.66{col 56}{space 3}0.008{col 64}{space 4}-10.86227{col 77}{space 3}-1.639297
{txt}activityno_permil_pctb {c |}{col 24}{res}{space 2}  .831546{col 36}{space 2} .3904368{col 47}{space 1}    2.13{col 56}{space 3}0.033{col 64}{space 4} .0663039{col 77}{space 3} 1.596788
{txt}{space 14}lnitempb {c |}{col 24}{res}{space 2} -.148254{col 36}{space 2} .2288566{col 47}{space 1}   -0.65{col 56}{space 3}0.517{col 64}{space 4}-.5968048{col 77}{space 3} .3002968
{txt}{space 11}lnprojsizeb {c |}{col 24}{res}{space 2} .0018198{col 36}{space 2} .0653426{col 47}{space 1}    0.03{col 56}{space 3}0.978{col 64}{space 4}-.1262492{col 77}{space 3} .1298889
{txt}{space 10}projects_nob {c |}{col 24}{res}{space 2}-.0042059{col 36}{space 2} .0028414{col 47}{space 1}   -1.48{col 56}{space 3}0.139{col 64}{space 4}-.0097749{col 77}{space 3} .0013631
{txt}{space 14}accrateb {c |}{col 24}{res}{space 2}-1.046256{col 36}{space 2} 1.222527{col 47}{space 1}   -0.86{col 56}{space 3}0.392{col 64}{space 4}-3.442365{col 77}{space 3} 1.349853
{txt}{space 6}newprojects_pctb {c |}{col 24}{res}{space 2}-.9861024{col 36}{space 2} .3310603{col 47}{space 1}   -2.98{col 56}{space 3}0.003{col 64}{space 4}-1.634969{col 77}{space 3}-.3372361
{txt}{space 17}_cons {c |}{col 24}{res}{space 2}-.3001626{col 36}{space 2} .3152841{col 47}{space 1}   -0.95{col 56}{space 3}0.341{col 64}{space 4} -.918108{col 77}{space 3} .3177829
{txt}{hline 23}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}


{col 15}QIC and QIC_u
___________________________________________
{col 1}Corr =                  {res}uns
{txt}{col 1}Family =                {res}bin
{txt}{col 1}Link =               {res}probit
{txt}{col 1}p =         {res}             25
{txt}{col 1}Trace =     {res}          8.081
{txt}{col 1}QIC =       {res}        570.869
{txt}{col 1}QIC_u =     {res}        604.708
{txt}___________________________________________
({res}est9{txt} stored)

{com}. *
. estadd scalar qic = r(qic)

{txt}added scalar:
                e(qic) =  {res}570.86918
{txt}
{com}. 
. eststo: calculate 1-(r(p)-r(qic))/(1-$qic_null)
.21463657
{txt}({res}est10{txt} stored)

{com}. estadd scalar pseudor = r(result)

{txt}added scalar:
            e(pseudor) =  {res}.21463657
{txt}
{com}. *
. *
. 
. * [MODEL 6, FIGURE 4D] H2 
. eststo: qic delay_pct turnover_gs13 mg_h2_intrct gs13above15_los15pct cio5  activityno_permil_pct cio_tenure lnitemp lnprojsize projects_no accrate  newprojects_pct y1-y7 turnover_gs13b gs13above15_los15pctb activityno_permil_pctb lnitempb lnprojsizeb projects_nob accrateb newprojects_pctb cio_tenureb   dmeratio_totalspending dmeratio_totalspendingb  , i(a_id) t(fy) fam(bin) link(probit) corr(uns)
{txt}note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}.00027397
{txt}Iteration 2:  Tolerance = {res}.00002545
{txt}Iteration 3:  Tolerance = {res}2.445e-06
{txt}Iteration 4:  Tolerance = {res}2.328e-07

{txt}GEE population-averaged model{col 53}{txt}{lalign 16:Number of obs} = {res}{ralign 7:522}
{txt}Group variable: {res}a_id{txt}{col 53}{txt}{lalign 16:Number of groups} = {res}{ralign 7:92}
{txt}Family: {lalign 8:Binomial}{col 53}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 53}{ralign 16:min} = {res}{ralign 7:1}
{txt}Correlation: {res}independent{txt}{col 53}{ralign 16:avg} = {res}{ralign 7:5.7}
{txt}{col 53}{ralign 16:max} = {res}{ralign 7:7}
{txt}{col 53}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 7:69.35}
{txt}Scale parameter = {res}1{txt}{col 53}{txt}{lalign 16:Prob > chi2} = {res}{ralign 7:0.0000}

{txt}Pearson chi2({res:522}){col 21} = {res}{ralign 8:145.05}{txt}{col 53}{lalign 16:Deviance} = {res}{ralign 7:160.88}
{txt}Dispersion (Pearson){col 21} = {res}{ralign 8:.2778804}{col 53}{txt}{lalign 16:Dispersion} = {res}{ralign 7:.308196}

{txt}{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  Std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}turnover_gs13 {c |}{col 25}{res}{space 2}  1.07289{col 37}{space 2} 3.703923{col 48}{space 1}    0.29{col 57}{space 3}0.772{col 65}{space 4}-6.186665{col 78}{space 3} 8.332445
{txt}{space 11}mg_h2_intrct {c |}{col 25}{res}{space 2}-.0443377{col 37}{space 2} 34.92638{col 48}{space 1}   -0.00{col 57}{space 3}0.999{col 65}{space 4}-68.49878{col 78}{space 3}  68.4101
{txt}{space 3}gs13above15_los15pct {c |}{col 25}{res}{space 2} -.328048{col 37}{space 2} 4.471927{col 48}{space 1}   -0.07{col 57}{space 3}0.942{col 65}{space 4}-9.092863{col 78}{space 3} 8.436767
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.0479067{col 37}{space 2} .1980374{col 48}{space 1}   -0.24{col 57}{space 3}0.809{col 65}{space 4}-.4360529{col 78}{space 3} .3402394
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .2758988{col 37}{space 2} .3567945{col 48}{space 1}    0.77{col 57}{space 3}0.439{col 65}{space 4}-.4234056{col 78}{space 3} .9752032
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0177562{col 37}{space 2} .0583712{col 48}{space 1}   -0.30{col 57}{space 3}0.761{col 65}{space 4}-.1321615{col 78}{space 3} .0966492
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2}-.3491038{col 37}{space 2} .3873614{col 48}{space 1}   -0.90{col 57}{space 3}0.367{col 65}{space 4}-1.108318{col 78}{space 3} .4101106
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0668538{col 37}{space 2} .0563179{col 48}{space 1}    1.19{col 57}{space 3}0.235{col 65}{space 4}-.0435272{col 78}{space 3} .1772348
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2}  .001554{col 37}{space 2}  .004942{col 48}{space 1}    0.31{col 57}{space 3}0.753{col 65}{space 4}-.0081322{col 78}{space 3} .0112401
{txt}{space 16}accrate {c |}{col 25}{res}{space 2}-.0934559{col 37}{space 2} 1.276676{col 48}{space 1}   -0.07{col 57}{space 3}0.942{col 65}{space 4}-2.595696{col 78}{space 3} 2.408784
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.7134912{col 37}{space 2} .3015087{col 48}{space 1}   -2.37{col 57}{space 3}0.018{col 65}{space 4}-1.304437{col 78}{space 3}-.1225451
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0329686{col 37}{space 2} .2411304{col 48}{space 1}    0.14{col 57}{space 3}0.891{col 65}{space 4}-.4396384{col 78}{space 3} .5055756
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .0990959{col 37}{space 2} .2391893{col 48}{space 1}    0.41{col 57}{space 3}0.679{col 65}{space 4}-.3697065{col 78}{space 3} .5678984
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .3235301{col 37}{space 2} .2590511{col 48}{space 1}    1.25{col 57}{space 3}0.212{col 65}{space 4}-.1842007{col 78}{space 3} .8312608
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .1997489{col 37}{space 2} .2521392{col 48}{space 1}    0.79{col 57}{space 3}0.428{col 65}{space 4}-.2944349{col 78}{space 3} .6939327
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .3007321{col 37}{space 2}  .247046{col 48}{space 1}    1.22{col 57}{space 3}0.223{col 65}{space 4}-.1834693{col 78}{space 3} .7849334
{txt}{space 21}y7 {c |}{col 25}{res}{space 2}   1.2537{col 37}{space 2} .2432415{col 48}{space 1}    5.15{col 57}{space 3}0.000{col 65}{space 4} .7769557{col 78}{space 3} 1.730445
{txt}{space 9}turnover_gs13b {c |}{col 25}{res}{space 2}-.3498874{col 37}{space 2} 5.068458{col 48}{space 1}   -0.07{col 57}{space 3}0.945{col 65}{space 4}-10.28388{col 78}{space 3} 9.584108
{txt}{space 2}gs13above15_los15pctb {c |}{col 25}{res}{space 2}-6.876918{col 37}{space 2} 4.081266{col 48}{space 1}   -1.68{col 57}{space 3}0.092{col 65}{space 4}-14.87605{col 78}{space 3} 1.122216
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .9976767{col 37}{space 2} .5424237{col 48}{space 1}    1.84{col 57}{space 3}0.066{col 65}{space 4}-.0654542{col 78}{space 3} 2.060808
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .3442133{col 37}{space 2} .3905284{col 48}{space 1}    0.88{col 57}{space 3}0.378{col 65}{space 4}-.4212082{col 78}{space 3} 1.109635
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2}  .019551{col 37}{space 2} .0875557{col 48}{space 1}    0.22{col 57}{space 3}0.823{col 65}{space 4} -.152055{col 78}{space 3}  .191157
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2} -.005675{col 37}{space 2} .0063222{col 48}{space 1}   -0.90{col 57}{space 3}0.369{col 65}{space 4}-.0180662{col 78}{space 3} .0067162
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-.5951596{col 37}{space 2} 2.080157{col 48}{space 1}   -0.29{col 57}{space 3}0.775{col 65}{space 4}-4.672193{col 78}{space 3} 3.481873
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.312169{col 37}{space 2} .5286734{col 48}{space 1}   -2.48{col 57}{space 3}0.013{col 65}{space 4}-2.348349{col 78}{space 3}-.2759879
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0300041{col 37}{space 2} .0913497{col 48}{space 1}   -0.33{col 57}{space 3}0.743{col 65}{space 4}-.2090462{col 78}{space 3}  .149038
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .4033292{col 37}{space 2}  .728306{col 48}{space 1}    0.55{col 57}{space 3}0.580{col 65}{space 4}-1.024124{col 78}{space 3} 1.830783
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .2054052{col 37}{space 2}  .951715{col 48}{space 1}    0.22{col 57}{space 3}0.829{col 65}{space 4}-1.659922{col 78}{space 3} 2.070732
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.2777093{col 37}{space 2} .5008708{col 48}{space 1}   -0.55{col 57}{space 3}0.579{col 65}{space 4}-1.259398{col 78}{space 3} .7039793
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}12.636113
{txt}Iteration 2:  Tolerance = {res}.29443113
{txt}Iteration 3:  Tolerance = {res}.14126144
{txt}Iteration 4:  Tolerance = {res}.04476599
{txt}Iteration 5:  Tolerance = {res}.01229769
{txt}Iteration 6:  Tolerance = {res}.00345924
{txt}Iteration 7:  Tolerance = {res}.00103029
{txt}Iteration 8:  Tolerance = {res}.00032563
{txt}Iteration 9:  Tolerance = {res}.00012044
{txt}Iteration 10: Tolerance = {res}.00005167
{txt}Iteration 11: Tolerance = {res}.00002205
{txt}Iteration 12: Tolerance = {res}9.397e-06
{txt}Iteration 13: Tolerance = {res}4.002e-06
{txt}Iteration 14: Tolerance = {res}1.704e-06
{txt}Iteration 15: Tolerance = {res}7.258e-07

{txt}GEE population-averaged model{col 54}{txt}{lalign 16:Number of obs} = {res}{ralign 6:522}
{txt}Group and time vars: {res}a_id fy{txt}{col 54}{txt}{lalign 16:Number of groups} = {res}{ralign 6:92}
{txt}Family: {lalign 8:Binomial}{col 54}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 54}{ralign 16:min} = {res}{ralign 6:1}
{txt}Correlation: {res}unstructured{txt}{col 54}{ralign 16:avg} = {res}{ralign 6:5.7}
{txt}{col 54}{ralign 16:max} = {res}{ralign 6:7}
{txt}{col 54}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 6:322.81}
{txt}Scale parameter = {res}1{txt}{col 54}{txt}{lalign 16:Prob > chi2} = {res}{ralign 6:0.0000}

{txt}{ralign 89:(Std. err. adjusted for clustering on {res:a_id})}
{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 25}{c |}{col 37}  Semirobust
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}turnover_gs13 {c |}{col 25}{res}{space 2}-.1534258{col 37}{space 2} 1.841353{col 48}{space 1}   -0.08{col 57}{space 3}0.934{col 65}{space 4}-3.762411{col 78}{space 3} 3.455559
{txt}{space 11}mg_h2_intrct {c |}{col 25}{res}{space 2} 17.66152{col 37}{space 2} 12.95115{col 48}{space 1}    1.36{col 57}{space 3}0.173{col 65}{space 4}-7.722259{col 78}{space 3} 43.04531
{txt}{space 3}gs13above15_los15pct {c |}{col 25}{res}{space 2}-2.084045{col 37}{space 2} 2.213414{col 48}{space 1}   -0.94{col 57}{space 3}0.346{col 65}{space 4}-6.422257{col 78}{space 3} 2.254168
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.0930106{col 37}{space 2} .0832122{col 48}{space 1}   -1.12{col 57}{space 3}0.264{col 65}{space 4}-.2561034{col 78}{space 3} .0700823
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .2836312{col 37}{space 2} .2007212{col 48}{space 1}    1.41{col 57}{space 3}0.158{col 65}{space 4}-.1097751{col 78}{space 3} .6770375
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0116015{col 37}{space 2} .0245132{col 48}{space 1}   -0.47{col 57}{space 3}0.636{col 65}{space 4}-.0596465{col 78}{space 3} .0364434
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2} .1312763{col 37}{space 2} .2321975{col 48}{space 1}    0.57{col 57}{space 3}0.572{col 65}{space 4}-.3238223{col 78}{space 3}  .586375
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0811846{col 37}{space 2} .0297926{col 48}{space 1}    2.72{col 57}{space 3}0.006{col 65}{space 4} .0227921{col 78}{space 3}  .139577
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0010715{col 37}{space 2} .0017596{col 48}{space 1}    0.61{col 57}{space 3}0.543{col 65}{space 4}-.0023772{col 78}{space 3} .0045202
{txt}{space 16}accrate {c |}{col 25}{res}{space 2} .3975356{col 37}{space 2} .5371416{col 48}{space 1}    0.74{col 57}{space 3}0.459{col 65}{space 4}-.6552427{col 78}{space 3} 1.450314
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.8074644{col 37}{space 2} .1651915{col 48}{space 1}   -4.89{col 57}{space 3}0.000{col 65}{space 4}-1.131234{col 78}{space 3}-.4836951
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0190041{col 37}{space 2} .0836773{col 48}{space 1}    0.23{col 57}{space 3}0.820{col 65}{space 4}-.1450004{col 78}{space 3} .1830087
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .0745726{col 37}{space 2}  .099257{col 48}{space 1}    0.75{col 57}{space 3}0.452{col 65}{space 4}-.1199676{col 78}{space 3} .2691128
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .3301614{col 37}{space 2} .1221203{col 48}{space 1}    2.70{col 57}{space 3}0.007{col 65}{space 4} .0908101{col 78}{space 3} .5695128
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2004559{col 37}{space 2} .1022952{col 48}{space 1}    1.96{col 57}{space 3}0.050{col 65}{space 4} -.000039{col 78}{space 3} .4009507
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2961378{col 37}{space 2} .1073227{col 48}{space 1}    2.76{col 57}{space 3}0.006{col 65}{space 4} .0857892{col 78}{space 3} .5064863
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.200716{col 37}{space 2} .1043179{col 48}{space 1}   11.51{col 57}{space 3}0.000{col 65}{space 4} .9962565{col 78}{space 3} 1.405175
{txt}{space 9}turnover_gs13b {c |}{col 25}{res}{space 2}-.1945817{col 37}{space 2}  3.28491{col 48}{space 1}   -0.06{col 57}{space 3}0.953{col 65}{space 4}-6.632887{col 78}{space 3} 6.243724
{txt}{space 2}gs13above15_los15pctb {c |}{col 25}{res}{space 2}-6.364906{col 37}{space 2} 2.287033{col 48}{space 1}   -2.78{col 57}{space 3}0.005{col 65}{space 4}-10.84741{col 78}{space 3}-1.882404
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .9699769{col 37}{space 2}  .414228{col 48}{space 1}    2.34{col 57}{space 3}0.019{col 65}{space 4} .1581049{col 78}{space 3} 1.781849
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2}-.1232857{col 37}{space 2} .2376085{col 48}{space 1}   -0.52{col 57}{space 3}0.604{col 65}{space 4}-.5889898{col 78}{space 3} .3424184
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2}-.0026691{col 37}{space 2} .0654038{col 48}{space 1}   -0.04{col 57}{space 3}0.967{col 65}{space 4}-.1308582{col 78}{space 3}   .12552
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0054168{col 37}{space 2} .0033176{col 48}{space 1}   -1.63{col 57}{space 3}0.103{col 65}{space 4}-.0119191{col 78}{space 3} .0010855
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-.6526159{col 37}{space 2} 1.267748{col 48}{space 1}   -0.51{col 57}{space 3}0.607{col 65}{space 4}-3.137355{col 78}{space 3} 1.832124
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.009152{col 37}{space 2}  .340828{col 48}{space 1}   -2.96{col 57}{space 3}0.003{col 65}{space 4}-1.677163{col 78}{space 3}-.3411412
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0388685{col 37}{space 2} .0556837{col 48}{space 1}   -0.70{col 57}{space 3}0.485{col 65}{space 4}-.1480064{col 78}{space 3} .0702695
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .3064373{col 37}{space 2} .4125255{col 48}{space 1}    0.74{col 57}{space 3}0.458{col 65}{space 4}-.5020977{col 78}{space 3} 1.114972
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .3933033{col 37}{space 2} .5428728{col 48}{space 1}    0.72{col 57}{space 3}0.469{col 65}{space 4}-.6707078{col 78}{space 3} 1.457314
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.4183591{col 37}{space 2} .3500428{col 48}{space 1}   -1.20{col 57}{space 3}0.232{col 65}{space 4} -1.10443{col 78}{space 3} .2677123
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}


{col 15}QIC and QIC_u
___________________________________________
{col 1}Corr =                  {res}uns
{txt}{col 1}Family =                {res}bin
{txt}{col 1}Link =               {res}probit
{txt}{col 1}p =         {res}             29
{txt}{col 1}Trace =     {res}          9.502
{txt}{col 1}QIC =       {res}        572.081
{txt}{col 1}QIC_u =     {res}        611.078
{txt}___________________________________________
({res}est11{txt} stored)

{com}. *
. estadd scalar qic = r(qic)

{txt}added scalar:
                e(qic) =  {res}572.08136
{txt}
{com}. 
. eststo: calculate 1-(r(p)-r(qic))/(1-$qic_null)
.21864752
{txt}({res}est12{txt} stored)

{com}. estadd scalar pseudor = r(result)

{txt}added scalar:
            e(pseudor) =  {res}.21864752
{txt}
{com}. *
. *
. 
. * [MODEL 7, FIGURE 5D] H3
. eststo: qic delay_pct turnover_gs13 mg_h3_intrct gs13above15_los15pct cio5  activityno_permil_pct cio_tenure lnitemp lnprojsize projects_no accrate  newprojects_pct y1-y7 turnover_gs13b gs13above15_los15pctb activityno_permil_pctb lnitempb lnprojsizeb projects_nob accrateb newprojects_pctb cio_tenureb   dmeratio_totalspending dmeratio_totalspendingb  , i(a_id) t(fy) fam(bin) link(probit) corr(uns)
{txt}note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}.00001997
{txt}Iteration 2:  Tolerance = {res}2.182e-06
{txt}Iteration 3:  Tolerance = {res}2.244e-07

{txt}GEE population-averaged model{col 52}{txt}{lalign 16:Number of obs} = {res}{ralign 8:522}
{txt}Group variable: {res}a_id{txt}{col 52}{txt}{lalign 16:Number of groups} = {res}{ralign 8:92}
{txt}Family: {lalign 8:Binomial}{col 52}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 52}{ralign 16:min} = {res}{ralign 8:1}
{txt}Correlation: {res}independent{txt}{col 52}{ralign 16:avg} = {res}{ralign 8:5.7}
{txt}{col 52}{ralign 16:max} = {res}{ralign 8:7}
{txt}{col 52}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 8:69.35}
{txt}Scale parameter = {res}1{txt}{col 52}{txt}{lalign 16:Prob > chi2} = {res}{ralign 8:0.0000}

{txt}Pearson chi2({res:522}){col 21} = {res}{ralign 8:145.10}{txt}{col 52}{lalign 16:Deviance} = {res}{ralign 8:160.88}
{txt}Dispersion (Pearson){col 21} = {res}{ralign 8:.2779658}{col 52}{txt}{lalign 16:Dispersion} = {res}{ralign 8:.3081904}

{txt}{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  Std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}turnover_gs13 {c |}{col 25}{res}{space 2} 1.056681{col 37}{space 2} 3.619332{col 48}{space 1}    0.29{col 57}{space 3}0.770{col 65}{space 4}-6.037078{col 78}{space 3} 8.150441
{txt}{space 11}mg_h3_intrct {c |}{col 25}{res}{space 2}  .322669{col 37}{space 2} 5.764427{col 48}{space 1}    0.06{col 57}{space 3}0.955{col 65}{space 4} -10.9754{col 78}{space 3} 11.62074
{txt}{space 3}gs13above15_los15pct {c |}{col 25}{res}{space 2}-.3487136{col 37}{space 2} 2.541934{col 48}{space 1}   -0.14{col 57}{space 3}0.891{col 65}{space 4}-5.330813{col 78}{space 3} 4.633386
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.0575644{col 37}{space 2}  .263656{col 48}{space 1}   -0.22{col 57}{space 3}0.827{col 65}{space 4}-.5743206{col 78}{space 3} .4591918
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .2747145{col 37}{space 2} .3574909{col 48}{space 1}    0.77{col 57}{space 3}0.442{col 65}{space 4}-.4259547{col 78}{space 3} .9753837
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0174679{col 37}{space 2} .0585435{col 48}{space 1}   -0.30{col 57}{space 3}0.765{col 65}{space 4}-.1322111{col 78}{space 3} .0972752
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2}-.3485364{col 37}{space 2} .3847386{col 48}{space 1}   -0.91{col 57}{space 3}0.365{col 65}{space 4} -1.10261{col 78}{space 3} .4055374
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2}  .066557{col 37}{space 2} .0564475{col 48}{space 1}    1.18{col 57}{space 3}0.238{col 65}{space 4} -.044078{col 78}{space 3} .1771919
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0015654{col 37}{space 2} .0049427{col 48}{space 1}    0.32{col 57}{space 3}0.751{col 65}{space 4} -.008122{col 78}{space 3} .0112529
{txt}{space 16}accrate {c |}{col 25}{res}{space 2} -.085074{col 37}{space 2} 1.283748{col 48}{space 1}   -0.07{col 57}{space 3}0.947{col 65}{space 4}-2.601173{col 78}{space 3} 2.431025
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.7148372{col 37}{space 2} .3025333{col 48}{space 1}   -2.36{col 57}{space 3}0.018{col 65}{space 4}-1.307791{col 78}{space 3}-.1218829
{txt}{space 21}y2 {c |}{col 25}{res}{space 2}  .032456{col 37}{space 2} .2407418{col 48}{space 1}    0.13{col 57}{space 3}0.893{col 65}{space 4}-.4393893{col 78}{space 3} .5043014
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .0984506{col 37}{space 2}  .239317{col 48}{space 1}    0.41{col 57}{space 3}0.681{col 65}{space 4}-.3706021{col 78}{space 3} .5675032
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .3245912{col 37}{space 2}  .259629{col 48}{space 1}    1.25{col 57}{space 3}0.211{col 65}{space 4}-.1842723{col 78}{space 3} .8334547
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .1984543{col 37}{space 2} .2524423{col 48}{space 1}    0.79{col 57}{space 3}0.432{col 65}{space 4}-.2963234{col 78}{space 3} .6932321
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2995305{col 37}{space 2} .2481305{col 48}{space 1}    1.21{col 57}{space 3}0.227{col 65}{space 4}-.1867963{col 78}{space 3} .7858573
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.253021{col 37}{space 2} .2428886{col 48}{space 1}    5.16{col 57}{space 3}0.000{col 65}{space 4}  .776968{col 78}{space 3} 1.729074
{txt}{space 9}turnover_gs13b {c |}{col 25}{res}{space 2}-.4060637{col 37}{space 2} 5.174713{col 48}{space 1}   -0.08{col 57}{space 3}0.937{col 65}{space 4}-10.54831{col 78}{space 3} 9.736187
{txt}{space 2}gs13above15_los15pctb {c |}{col 25}{res}{space 2} -6.85217{col 37}{space 2} 4.103434{col 48}{space 1}   -1.67{col 57}{space 3}0.095{col 65}{space 4}-14.89475{col 78}{space 3} 1.190413
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .9967348{col 37}{space 2} .5416845{col 48}{space 1}    1.84{col 57}{space 3}0.066{col 65}{space 4}-.0649474{col 78}{space 3} 2.058417
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .3435135{col 37}{space 2} .3879453{col 48}{space 1}    0.89{col 57}{space 3}0.376{col 65}{space 4}-.4168454{col 78}{space 3} 1.103872
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2} .0194476{col 37}{space 2} .0873854{col 48}{space 1}    0.22{col 57}{space 3}0.824{col 65}{space 4}-.1518246{col 78}{space 3} .1907199
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0056464{col 37}{space 2}  .006337{col 48}{space 1}   -0.89{col 57}{space 3}0.373{col 65}{space 4}-.0180667{col 78}{space 3} .0067739
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2} -.596614{col 37}{space 2}  2.01619{col 48}{space 1}   -0.30{col 57}{space 3}0.767{col 65}{space 4}-4.548275{col 78}{space 3} 3.355047
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.312482{col 37}{space 2} .5287013{col 48}{space 1}   -2.48{col 57}{space 3}0.013{col 65}{space 4}-2.348717{col 78}{space 3}-.2762462
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0302635{col 37}{space 2} .0915172{col 48}{space 1}   -0.33{col 57}{space 3}0.741{col 65}{space 4} -.209634{col 78}{space 3} .1491069
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .4054726{col 37}{space 2} .7266865{col 48}{space 1}    0.56{col 57}{space 3}0.577{col 65}{space 4}-1.018807{col 78}{space 3} 1.829752
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .1983648{col 37}{space 2} .9600426{col 48}{space 1}    0.21{col 57}{space 3}0.836{col 65}{space 4}-1.683284{col 78}{space 3} 2.080014
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.2725143{col 37}{space 2} .5093725{col 48}{space 1}   -0.54{col 57}{space 3}0.593{col 65}{space 4}-1.270866{col 78}{space 3} .7258375
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}1.2385846
{txt}Iteration 2:  Tolerance = {res}.19472868
{txt}Iteration 3:  Tolerance = {res}.05899272
{txt}Iteration 4:  Tolerance = {res}.02143027
{txt}Iteration 5:  Tolerance = {res}.00992328
{txt}Iteration 6:  Tolerance = {res}.00457058
{txt}Iteration 7:  Tolerance = {res}.0020363
{txt}Iteration 8:  Tolerance = {res}.00089365
{txt}Iteration 9:  Tolerance = {res}.00038948
{txt}Iteration 10: Tolerance = {res}.00016923
{txt}Iteration 11: Tolerance = {res}.00007344
{txt}Iteration 12: Tolerance = {res}.00003186
{txt}Iteration 13: Tolerance = {res}.00001382
{txt}Iteration 14: Tolerance = {res}6.000e-06
{txt}Iteration 15: Tolerance = {res}2.605e-06
{txt}Iteration 16: Tolerance = {res}1.131e-06
{txt}Iteration 17: Tolerance = {res}4.915e-07

{txt}GEE population-averaged model{col 54}{txt}{lalign 16:Number of obs} = {res}{ralign 6:522}
{txt}Group and time vars: {res}a_id fy{txt}{col 54}{txt}{lalign 16:Number of groups} = {res}{ralign 6:92}
{txt}Family: {lalign 8:Binomial}{col 54}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 54}{ralign 16:min} = {res}{ralign 6:1}
{txt}Correlation: {res}unstructured{txt}{col 54}{ralign 16:avg} = {res}{ralign 6:5.7}
{txt}{col 54}{ralign 16:max} = {res}{ralign 6:7}
{txt}{col 54}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 6:323.45}
{txt}Scale parameter = {res}1{txt}{col 54}{txt}{lalign 16:Prob > chi2} = {res}{ralign 6:0.0000}

{txt}{ralign 89:(Std. err. adjusted for clustering on {res:a_id})}
{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 25}{c |}{col 37}  Semirobust
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}turnover_gs13 {c |}{col 25}{res}{space 2} .4361928{col 37}{space 2} 1.921185{col 48}{space 1}    0.23{col 57}{space 3}0.820{col 65}{space 4} -3.32926{col 78}{space 3} 4.201646
{txt}{space 11}mg_h3_intrct {c |}{col 25}{res}{space 2}-1.930724{col 37}{space 2}  3.10557{col 48}{space 1}   -0.62{col 57}{space 3}0.534{col 65}{space 4}-8.017529{col 78}{space 3}  4.15608
{txt}{space 3}gs13above15_los15pct {c |}{col 25}{res}{space 2}-.1460687{col 37}{space 2} 1.042899{col 48}{space 1}   -0.14{col 57}{space 3}0.889{col 65}{space 4}-2.190113{col 78}{space 3} 1.897976
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.0362835{col 37}{space 2} .1166823{col 48}{space 1}   -0.31{col 57}{space 3}0.756{col 65}{space 4}-.2649766{col 78}{space 3} .1924095
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .2841718{col 37}{space 2} .1970461{col 48}{space 1}    1.44{col 57}{space 3}0.149{col 65}{space 4}-.1020314{col 78}{space 3} .6703751
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0145706{col 37}{space 2} .0242678{col 48}{space 1}   -0.60{col 57}{space 3}0.548{col 65}{space 4}-.0621347{col 78}{space 3} .0329935
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2} .1187452{col 37}{space 2}  .238903{col 48}{space 1}    0.50{col 57}{space 3}0.619{col 65}{space 4} -.349496{col 78}{space 3} .5869864
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0810084{col 37}{space 2} .0271307{col 48}{space 1}    2.99{col 57}{space 3}0.003{col 65}{space 4} .0278331{col 78}{space 3} .1341836
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0009892{col 37}{space 2} .0016604{col 48}{space 1}    0.60{col 57}{space 3}0.551{col 65}{space 4}-.0022651{col 78}{space 3} .0042435
{txt}{space 16}accrate {c |}{col 25}{res}{space 2}  .332889{col 37}{space 2} .5429045{col 48}{space 1}    0.61{col 57}{space 3}0.540{col 65}{space 4}-.7311843{col 78}{space 3} 1.396962
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.8065545{col 37}{space 2} .1654672{col 48}{space 1}   -4.87{col 57}{space 3}0.000{col 65}{space 4}-1.130864{col 78}{space 3}-.4822447
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0167745{col 37}{space 2} .0828847{col 48}{space 1}    0.20{col 57}{space 3}0.840{col 65}{space 4}-.1456765{col 78}{space 3} .1792255
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .0742411{col 37}{space 2} .0992448{col 48}{space 1}    0.75{col 57}{space 3}0.454{col 65}{space 4}-.1202752{col 78}{space 3} .2687574
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .3169885{col 37}{space 2} .1232233{col 48}{space 1}    2.57{col 57}{space 3}0.010{col 65}{space 4} .0754752{col 78}{space 3} .5585017
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .1987656{col 37}{space 2} .1023867{col 48}{space 1}    1.94{col 57}{space 3}0.052{col 65}{space 4}-.0019086{col 78}{space 3} .3994398
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2979666{col 37}{space 2} .1078589{col 48}{space 1}    2.76{col 57}{space 3}0.006{col 65}{space 4}  .086567{col 78}{space 3} .5093662
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.195349{col 37}{space 2} .1045353{col 48}{space 1}   11.43{col 57}{space 3}0.000{col 65}{space 4}  .990464{col 78}{space 3} 1.400235
{txt}{space 9}turnover_gs13b {c |}{col 25}{res}{space 2}  .189048{col 37}{space 2}  3.30502{col 48}{space 1}    0.06{col 57}{space 3}0.954{col 65}{space 4}-6.288672{col 78}{space 3} 6.666768
{txt}{space 2}gs13above15_los15pctb {c |}{col 25}{res}{space 2}-6.604651{col 37}{space 2} 2.301324{col 48}{space 1}   -2.87{col 57}{space 3}0.004{col 65}{space 4}-11.11516{col 78}{space 3}-2.094138
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .9931109{col 37}{space 2} .4091932{col 48}{space 1}    2.43{col 57}{space 3}0.015{col 65}{space 4} .1911069{col 78}{space 3} 1.795115
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2}-.1107491{col 37}{space 2}   .24424{col 48}{space 1}   -0.45{col 57}{space 3}0.650{col 65}{space 4}-.5894507{col 78}{space 3} .3679524
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2} .0009105{col 37}{space 2} .0635992{col 48}{space 1}    0.01{col 57}{space 3}0.989{col 65}{space 4}-.1237416{col 78}{space 3} .1255626
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0055676{col 37}{space 2} .0032668{col 48}{space 1}   -1.70{col 57}{space 3}0.088{col 65}{space 4}-.0119703{col 78}{space 3} .0008352
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-.9030211{col 37}{space 2} 1.235712{col 48}{space 1}   -0.73{col 57}{space 3}0.465{col 65}{space 4}-3.324972{col 78}{space 3} 1.518929
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.013575{col 37}{space 2} .3394823{col 48}{space 1}   -2.99{col 57}{space 3}0.003{col 65}{space 4}-1.678948{col 78}{space 3}-.3482015
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2} -.032005{col 37}{space 2} .0564738{col 48}{space 1}   -0.57{col 57}{space 3}0.571{col 65}{space 4}-.1426917{col 78}{space 3} .0786817
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .3169768{col 37}{space 2} .4281193{col 48}{space 1}    0.74{col 57}{space 3}0.459{col 65}{space 4}-.5221216{col 78}{space 3} 1.156075
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .4125234{col 37}{space 2} .5540887{col 48}{space 1}    0.74{col 57}{space 3}0.457{col 65}{space 4}-.6734706{col 78}{space 3} 1.498517
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.4469111{col 37}{space 2}   .35924{col 48}{space 1}   -1.24{col 57}{space 3}0.213{col 65}{space 4}-1.151008{col 78}{space 3} .2571864
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}


{col 15}QIC and QIC_u
___________________________________________
{col 1}Corr =                  {res}uns
{txt}{col 1}Family =                {res}bin
{txt}{col 1}Link =               {res}probit
{txt}{col 1}p =         {res}             29
{txt}{col 1}Trace =     {res}          9.595
{txt}{col 1}QIC =       {res}        572.157
{txt}{col 1}QIC_u =     {res}        610.967
{txt}___________________________________________
({res}est13{txt} stored)

{com}. *
. estadd scalar qic = r(qic)

{txt}added scalar:
                e(qic) =  {res}572.15685
{txt}
{com}. 
. eststo: calculate 1-(r(p)-r(qic))/(1-$qic_null)
.2185389
{txt}({res}est14{txt} stored)

{com}. estadd scalar pseudor = r(result)

{txt}added scalar:
            e(pseudor) =  {res}.2185389
{txt}
{com}. *
. *
. 
. * [MODEL 8, FIGURE 6D] H4
. eststo: qic delay_pct turnover_gs13 mg_h4_intrct gs13above15_los15pct cio5  activityno_permil_pct cio_tenure lnitemp lnprojsize projects_no accrate  newprojects_pct y1-y7 turnover_gs13b gs13above15_los15pctb activityno_permil_pctb lnitempb lnprojsizeb projects_nob accrateb newprojects_pctb cio_tenureb   dmeratio_totalspending dmeratio_totalspendingb  , i(a_id) t(fy) fam(bin) link(probit) corr(uns)
{txt}note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}.00002369
{txt}Iteration 2:  Tolerance = {res}2.721e-06
{txt}Iteration 3:  Tolerance = {res}3.067e-07

{txt}GEE population-averaged model{col 52}{txt}{lalign 16:Number of obs} = {res}{ralign 8:522}
{txt}Group variable: {res}a_id{txt}{col 52}{txt}{lalign 16:Number of groups} = {res}{ralign 8:92}
{txt}Family: {lalign 8:Binomial}{col 52}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 52}{ralign 16:min} = {res}{ralign 8:1}
{txt}Correlation: {res}independent{txt}{col 52}{ralign 16:avg} = {res}{ralign 8:5.7}
{txt}{col 52}{ralign 16:max} = {res}{ralign 8:7}
{txt}{col 52}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 8:69.26}
{txt}Scale parameter = {res}1{txt}{col 52}{txt}{lalign 16:Prob > chi2} = {res}{ralign 8:0.0000}

{txt}Pearson chi2({res:522}){col 21} = {res}{ralign 8:143.22}{txt}{col 52}{lalign 16:Deviance} = {res}{ralign 8:160.04}
{txt}Dispersion (Pearson){col 21} = {res}{ralign 8:.2743687}{col 52}{txt}{lalign 16:Dispersion} = {res}{ralign 8:.3065904}

{txt}{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  Std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}turnover_gs13 {c |}{col 25}{res}{space 2} 3.424228{col 37}{space 2} 4.542325{col 48}{space 1}    0.75{col 57}{space 3}0.451{col 65}{space 4}-5.478565{col 78}{space 3} 12.32702
{txt}{space 11}mg_h4_intrct {c |}{col 25}{res}{space 2}-6.362643{col 37}{space 2} 7.182283{col 48}{space 1}   -0.89{col 57}{space 3}0.376{col 65}{space 4}-20.43966{col 78}{space 3} 7.714372
{txt}{space 3}gs13above15_los15pct {c |}{col 25}{res}{space 2}-.8303283{col 37}{space 2} 2.821301{col 48}{space 1}   -0.29{col 57}{space 3}0.769{col 65}{space 4}-6.359976{col 78}{space 3} 4.699319
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.0489808{col 37}{space 2} .1984726{col 48}{space 1}   -0.25{col 57}{space 3}0.805{col 65}{space 4}  -.43798{col 78}{space 3} .3400184
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .4518653{col 37}{space 2} .4058362{col 48}{space 1}    1.11{col 57}{space 3}0.266{col 65}{space 4}-.3435591{col 78}{space 3}  1.24729
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0156825{col 37}{space 2} .0585081{col 48}{space 1}   -0.27{col 57}{space 3}0.789{col 65}{space 4}-.1303563{col 78}{space 3} .0989913
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2}-.3911567{col 37}{space 2} .3875678{col 48}{space 1}   -1.01{col 57}{space 3}0.313{col 65}{space 4}-1.150776{col 78}{space 3} .3684622
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0682456{col 37}{space 2} .0561914{col 48}{space 1}    1.21{col 57}{space 3}0.225{col 65}{space 4}-.0418875{col 78}{space 3} .1783786
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0016954{col 37}{space 2} .0049366{col 48}{space 1}    0.34{col 57}{space 3}0.731{col 65}{space 4}-.0079802{col 78}{space 3}  .011371
{txt}{space 16}accrate {c |}{col 25}{res}{space 2}-.0751151{col 37}{space 2} 1.277541{col 48}{space 1}   -0.06{col 57}{space 3}0.953{col 65}{space 4}-2.579049{col 78}{space 3} 2.428819
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.7194617{col 37}{space 2} .3019003{col 48}{space 1}   -2.38{col 57}{space 3}0.017{col 65}{space 4}-1.311175{col 78}{space 3} -.127748
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0344561{col 37}{space 2} .2410335{col 48}{space 1}    0.14{col 57}{space 3}0.886{col 65}{space 4}-.4379609{col 78}{space 3} .5068731
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .1030129{col 37}{space 2} .2392152{col 48}{space 1}    0.43{col 57}{space 3}0.667{col 65}{space 4}-.3658403{col 78}{space 3} .5718661
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .3335176{col 37}{space 2} .2595985{col 48}{space 1}    1.28{col 57}{space 3}0.199{col 65}{space 4}-.1752862{col 78}{space 3} .8423214
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2094626{col 37}{space 2} .2518258{col 48}{space 1}    0.83{col 57}{space 3}0.406{col 65}{space 4}-.2841069{col 78}{space 3} .7030322
{txt}{space 21}y6 {c |}{col 25}{res}{space 2}  .315365{col 37}{space 2} .2480606{col 48}{space 1}    1.27{col 57}{space 3}0.204{col 65}{space 4}-.1708249{col 78}{space 3} .8015549
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.272131{col 37}{space 2} .2437153{col 48}{space 1}    5.22{col 57}{space 3}0.000{col 65}{space 4} .7944582{col 78}{space 3} 1.749805
{txt}{space 9}turnover_gs13b {c |}{col 25}{res}{space 2}-.2004266{col 37}{space 2} 5.248732{col 48}{space 1}   -0.04{col 57}{space 3}0.970{col 65}{space 4}-10.48775{col 78}{space 3}  10.0869
{txt}{space 2}gs13above15_los15pctb {c |}{col 25}{res}{space 2}-6.835597{col 37}{space 2} 4.142452{col 48}{space 1}   -1.65{col 57}{space 3}0.099{col 65}{space 4}-14.95465{col 78}{space 3} 1.283459
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} 1.019033{col 37}{space 2} .5429195{col 48}{space 1}    1.88{col 57}{space 3}0.061{col 65}{space 4}-.0450691{col 78}{space 3} 2.083136
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .3867025{col 37}{space 2} .3907788{col 48}{space 1}    0.99{col 57}{space 3}0.322{col 65}{space 4}-.3792099{col 78}{space 3} 1.152615
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2}  .025049{col 37}{space 2} .0877293{col 48}{space 1}    0.29{col 57}{space 3}0.775{col 65}{space 4}-.1468973{col 78}{space 3} .1969953
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0060274{col 37}{space 2} .0063247{col 48}{space 1}   -0.95{col 57}{space 3}0.341{col 65}{space 4}-.0184236{col 78}{space 3} .0063688
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-.7129419{col 37}{space 2} 2.042986{col 48}{space 1}   -0.35{col 57}{space 3}0.727{col 65}{space 4}-4.717122{col 78}{space 3} 3.291238
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.292224{col 37}{space 2} .5299185{col 48}{space 1}   -2.44{col 57}{space 3}0.015{col 65}{space 4}-2.330845{col 78}{space 3}-.2536029
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2} -.033451{col 37}{space 2} .0912075{col 48}{space 1}   -0.37{col 57}{space 3}0.714{col 65}{space 4}-.2122144{col 78}{space 3} .1453123
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .4018195{col 37}{space 2} .7263637{col 48}{space 1}    0.55{col 57}{space 3}0.580{col 65}{space 4}-1.021827{col 78}{space 3} 1.825466
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .1890351{col 37}{space 2} .9527858{col 48}{space 1}    0.20{col 57}{space 3}0.843{col 65}{space 4}-1.678391{col 78}{space 3} 2.056461
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.3593739{col 37}{space 2} .5154944{col 48}{space 1}   -0.70{col 57}{space 3}0.486{col 65}{space 4}-1.369724{col 78}{space 3} .6509765
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}.32390227
{txt}Iteration 2:  Tolerance = {res}.08788973
{txt}Iteration 3:  Tolerance = {res}.03334278
{txt}Iteration 4:  Tolerance = {res}.01295962
{txt}Iteration 5:  Tolerance = {res}.00688814
{txt}Iteration 6:  Tolerance = {res}.00331645
{txt}Iteration 7:  Tolerance = {res}.001525
{txt}Iteration 8:  Tolerance = {res}.00068492
{txt}Iteration 9:  Tolerance = {res}.00030388
{txt}Iteration 10: Tolerance = {res}.00013401
{txt}Iteration 11: Tolerance = {res}.00005893
{txt}Iteration 12: Tolerance = {res}.00002589
{txt}Iteration 13: Tolerance = {res}.00001137
{txt}Iteration 14: Tolerance = {res}4.999e-06
{txt}Iteration 15: Tolerance = {res}2.198e-06
{txt}Iteration 16: Tolerance = {res}9.672e-07

{txt}GEE population-averaged model{col 54}{txt}{lalign 16:Number of obs} = {res}{ralign 6:522}
{txt}Group and time vars: {res}a_id fy{txt}{col 54}{txt}{lalign 16:Number of groups} = {res}{ralign 6:92}
{txt}Family: {lalign 8:Binomial}{col 54}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 54}{ralign 16:min} = {res}{ralign 6:1}
{txt}Correlation: {res}unstructured{txt}{col 54}{ralign 16:avg} = {res}{ralign 6:5.7}
{txt}{col 54}{ralign 16:max} = {res}{ralign 6:7}
{txt}{col 54}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 6:334.60}
{txt}Scale parameter = {res}1{txt}{col 54}{txt}{lalign 16:Prob > chi2} = {res}{ralign 6:0.0000}

{txt}{ralign 89:(Std. err. adjusted for clustering on {res:a_id})}
{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 25}{c |}{col 37}  Semirobust
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 10}turnover_gs13 {c |}{col 25}{res}{space 2}  2.51362{col 37}{space 2} 2.811491{col 48}{space 1}    0.89{col 57}{space 3}0.371{col 65}{space 4}-2.996801{col 78}{space 3} 8.024041
{txt}{space 11}mg_h4_intrct {c |}{col 25}{res}{space 2}-5.219138{col 37}{space 2} 3.836477{col 48}{space 1}   -1.36{col 57}{space 3}0.174{col 65}{space 4} -12.7385{col 78}{space 3}  2.30022
{txt}{space 3}gs13above15_los15pct {c |}{col 25}{res}{space 2}-.6730199{col 37}{space 2} 1.320628{col 48}{space 1}   -0.51{col 57}{space 3}0.610{col 65}{space 4}-3.261403{col 78}{space 3} 1.915363
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.0927504{col 37}{space 2} .0828527{col 48}{space 1}   -1.12{col 57}{space 3}0.263{col 65}{space 4}-.2551386{col 78}{space 3} .0696378
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .4073762{col 37}{space 2} .2303701{col 48}{space 1}    1.77{col 57}{space 3}0.077{col 65}{space 4}-.0441409{col 78}{space 3} .8588934
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0095015{col 37}{space 2} .0242666{col 48}{space 1}   -0.39{col 57}{space 3}0.695{col 65}{space 4}-.0570633{col 78}{space 3} .0380602
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2} .0634786{col 37}{space 2} .2208732{col 48}{space 1}    0.29{col 57}{space 3}0.774{col 65}{space 4} -.369425{col 78}{space 3} .4963821
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2}  .079746{col 37}{space 2} .0299727{col 48}{space 1}    2.66{col 57}{space 3}0.008{col 65}{space 4} .0210005{col 78}{space 3} .1384915
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0012494{col 37}{space 2} .0017469{col 48}{space 1}    0.72{col 57}{space 3}0.474{col 65}{space 4}-.0021744{col 78}{space 3} .0046732
{txt}{space 16}accrate {c |}{col 25}{res}{space 2} .4048238{col 37}{space 2} .5436321{col 48}{space 1}    0.74{col 57}{space 3}0.456{col 65}{space 4}-.6606756{col 78}{space 3} 1.470323
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.8259931{col 37}{space 2} .1653531{col 48}{space 1}   -5.00{col 57}{space 3}0.000{col 65}{space 4}-1.150079{col 78}{space 3}-.5019071
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0162129{col 37}{space 2} .0839229{col 48}{space 1}    0.19{col 57}{space 3}0.847{col 65}{space 4}-.1482729{col 78}{space 3} .1806988
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .0793344{col 37}{space 2} .0999453{col 48}{space 1}    0.79{col 57}{space 3}0.427{col 65}{space 4}-.1165547{col 78}{space 3} .2752235
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .3346722{col 37}{space 2} .1235471{col 48}{space 1}    2.71{col 57}{space 3}0.007{col 65}{space 4} .0925243{col 78}{space 3} .5768202
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2011142{col 37}{space 2} .1020844{col 48}{space 1}    1.97{col 57}{space 3}0.049{col 65}{space 4} .0010325{col 78}{space 3}  .401196
{txt}{space 21}y6 {c |}{col 25}{res}{space 2}  .304677{col 37}{space 2} .1078845{col 48}{space 1}    2.82{col 57}{space 3}0.005{col 65}{space 4} .0932273{col 78}{space 3} .5161268
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.212583{col 37}{space 2} .1041732{col 48}{space 1}   11.64{col 57}{space 3}0.000{col 65}{space 4} 1.008407{col 78}{space 3} 1.416758
{txt}{space 9}turnover_gs13b {c |}{col 25}{res}{space 2}-.1044884{col 37}{space 2} 3.357388{col 48}{space 1}   -0.03{col 57}{space 3}0.975{col 65}{space 4}-6.684847{col 78}{space 3} 6.475871
{txt}{space 2}gs13above15_los15pctb {c |}{col 25}{res}{space 2}-6.469487{col 37}{space 2} 2.227174{col 48}{space 1}   -2.90{col 57}{space 3}0.004{col 65}{space 4}-10.83467{col 78}{space 3}-2.104305
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} 1.024688{col 37}{space 2} .3996831{col 48}{space 1}    2.56{col 57}{space 3}0.010{col 65}{space 4} .2413233{col 78}{space 3} 1.808052
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2}-.0543888{col 37}{space 2} .2273567{col 48}{space 1}   -0.24{col 57}{space 3}0.811{col 65}{space 4}-.4999998{col 78}{space 3} .3912222
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2}  .004255{col 37}{space 2} .0632796{col 48}{space 1}    0.07{col 57}{space 3}0.946{col 65}{space 4}-.1197708{col 78}{space 3} .1282808
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0056689{col 37}{space 2} .0032862{col 48}{space 1}   -1.73{col 57}{space 3}0.085{col 65}{space 4}-.0121098{col 78}{space 3} .0007719
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-1.028698{col 37}{space 2} 1.235251{col 48}{space 1}   -0.83{col 57}{space 3}0.405{col 65}{space 4}-3.449746{col 78}{space 3}  1.39235
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-.9906926{col 37}{space 2} .3349418{col 48}{space 1}   -2.96{col 57}{space 3}0.003{col 65}{space 4}-1.647166{col 78}{space 3}-.3342188
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0361939{col 37}{space 2} .0558189{col 48}{space 1}   -0.65{col 57}{space 3}0.517{col 65}{space 4} -.145597{col 78}{space 3} .0732092
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2}  .311084{col 37}{space 2} .4130787{col 48}{space 1}    0.75{col 57}{space 3}0.451{col 65}{space 4}-.4985354{col 78}{space 3} 1.120703
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .3810046{col 37}{space 2} .5350095{col 48}{space 1}    0.71{col 57}{space 3}0.476{col 65}{space 4}-.6675948{col 78}{space 3} 1.429604
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.5056934{col 37}{space 2} .3492604{col 48}{space 1}   -1.45{col 57}{space 3}0.148{col 65}{space 4}-1.190231{col 78}{space 3} .1788445
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}


{col 15}QIC and QIC_u
___________________________________________
{col 1}Corr =                  {res}uns
{txt}{col 1}Family =                {res}bin
{txt}{col 1}Link =               {res}probit
{txt}{col 1}p =         {res}             29
{txt}{col 1}Trace =     {res}          9.471
{txt}{col 1}QIC =       {res}        570.817
{txt}{col 1}QIC_u =     {res}        609.875
{txt}___________________________________________
({res}est15{txt} stored)

{com}. *
. estadd scalar qic = r(qic)

{txt}added scalar:
                e(qic) =  {res}570.81653
{txt}
{com}. 
. eststo: calculate 1-(r(p)-r(qic))/(1-$qic_null)
.22046727
{txt}({res}est16{txt} stored)

{com}. estadd scalar pseudor = r(result)

{txt}added scalar:
            e(pseudor) =  {res}.22046727
{txt}
{com}. *
. *
. **********************************************************************************************************************************************
. cd "C:\Users\hongj\Dropbox\2024 SPRING PROJECTS\Organizational Memory Paper\JPART Replication Datafiles\OUTPUT\TABLES"
{res}C:\Users\hongj\Dropbox\2024 SPRING PROJECTS\Organizational Memory Paper\JPART Replication Datafiles\OUTPUT\TABLES
{txt}
{com}. esttab est2 est4 est6 est8 est10 est12 est14 est16 using MANUSCRIPT-QIC.04-30-2025.rtf, ///
> cells(b(star fmt(%9.3f)) se(par)) starl( * 0.10 ** 0.05 *** 0.010) label ///
> stats(year qic pseudor chi2 N, fmt(3) label("Year Fixed Effects" "QIC" "Pseudo R-Squared" "Wald" "N")) replace
{res}{txt}(output written to {browse  `"MANUSCRIPT-QIC.04-30-2025.rtf"'})

{com}. **********************************************************************************************************************************************
. 
. * [MODEL 9 - 12] [FIGURES 3B-6B] AGGREGATE VOLUNTARY TURNOVER MODELS
. gen volh2_intrct = voluntary*volabove15_los15pct
{txt}(2 missing values generated)

{com}. gen volh3_intrct = voluntary*cio5
{txt}(7 missing values generated)

{com}. gen volh4_intrct = voluntary*activityno_permil_pct
{txt}
{com}. 
. * [MODEL 9, FIGURE 3B] BASELINE
. discard
{txt}
{com}. 
. eststo: qic delay_pct voluntary volabove15_los15pct cio5 activityno_permil_pct lnitemp lnprojsize projects_no accrate  newprojects_pct  cio_tenure y1-y7 voluntaryb volabove15_los15pctb  activityno_permil_pctb lnitempb lnprojsizeb projects_nob accrateb newprojects_pctb cio_tenureb   dmeratio_totalspending dmeratio_totalspendingb   , i(a_id) t(fy) fam(bin) link(probit) corr(uns)
{txt}note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}.00003942
{txt}Iteration 2:  Tolerance = {res}4.187e-06
{txt}Iteration 3:  Tolerance = {res}4.415e-07

{txt}GEE population-averaged model{col 52}{txt}{lalign 16:Number of obs} = {res}{ralign 8:540}
{txt}Group variable: {res}a_id{txt}{col 52}{txt}{lalign 16:Number of groups} = {res}{ralign 8:94}
{txt}Family: {lalign 8:Binomial}{col 52}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 52}{ralign 16:min} = {res}{ralign 8:1}
{txt}Correlation: {res}independent{txt}{col 52}{ralign 16:avg} = {res}{ralign 8:5.7}
{txt}{col 52}{ralign 16:max} = {res}{ralign 8:7}
{txt}{col 52}{txt}{lalign 16:Wald chi2({res:27})} = {res}{ralign 8:74.07}
{txt}Scale parameter = {res}1{txt}{col 52}{txt}{lalign 16:Prob > chi2} = {res}{ralign 8:0.0000}

{txt}Pearson chi2({res:540}){col 21} = {res}{ralign 8:157.32}{txt}{col 52}{lalign 16:Deviance} = {res}{ralign 8:172.36}
{txt}Dispersion (Pearson){col 21} = {res}{ralign 8:.2913409}{col 52}{txt}{lalign 16:Dispersion} = {res}{ralign 8:.3191885}

{txt}{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  Std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 14}voluntary {c |}{col 25}{res}{space 2} 1.009795{col 37}{space 2} 2.854604{col 48}{space 1}    0.35{col 57}{space 3}0.724{col 65}{space 4}-4.585126{col 78}{space 3} 6.604715
{txt}{space 4}volabove15_los15pct {c |}{col 25}{res}{space 2} .1770678{col 37}{space 2} 2.255051{col 48}{space 1}    0.08{col 57}{space 3}0.937{col 65}{space 4}-4.242751{col 78}{space 3} 4.596887
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2} -.020079{col 37}{space 2} .1893923{col 48}{space 1}   -0.11{col 57}{space 3}0.916{col 65}{space 4}-.3912811{col 78}{space 3} .3511231
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2}  .251807{col 37}{space 2} .3453604{col 48}{space 1}    0.73{col 57}{space 3}0.466{col 65}{space 4}-.4250868{col 78}{space 3} .9287009
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2}-.4467262{col 37}{space 2} .3282759{col 48}{space 1}   -1.36{col 57}{space 3}0.174{col 65}{space 4}-1.090135{col 78}{space 3} .1966828
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0507039{col 37}{space 2}   .05483{col 48}{space 1}    0.92{col 57}{space 3}0.355{col 65}{space 4} -.056761{col 78}{space 3} .1581688
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0014922{col 37}{space 2} .0048984{col 48}{space 1}    0.30{col 57}{space 3}0.761{col 65}{space 4}-.0081083{col 78}{space 3} .0110928
{txt}{space 16}accrate {c |}{col 25}{res}{space 2} -.351574{col 37}{space 2} 1.267848{col 48}{space 1}   -0.28{col 57}{space 3}0.782{col 65}{space 4} -2.83651{col 78}{space 3} 2.133362
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.7720017{col 37}{space 2} .2844833{col 48}{space 1}   -2.71{col 57}{space 3}0.007{col 65}{space 4}-1.329579{col 78}{space 3}-.2144247
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0061209{col 37}{space 2} .0571337{col 48}{space 1}   -0.11{col 57}{space 3}0.915{col 65}{space 4}-.1181008{col 78}{space 3} .1058591
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0758962{col 37}{space 2} .2382754{col 48}{space 1}    0.32{col 57}{space 3}0.750{col 65}{space 4} -.391115{col 78}{space 3} .5429074
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .0891239{col 37}{space 2} .2380413{col 48}{space 1}    0.37{col 57}{space 3}0.708{col 65}{space 4}-.3774286{col 78}{space 3} .5556764
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .2899034{col 37}{space 2} .2551913{col 48}{space 1}    1.14{col 57}{space 3}0.256{col 65}{space 4}-.2102624{col 78}{space 3} .7900691
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2366116{col 37}{space 2} .2467313{col 48}{space 1}    0.96{col 57}{space 3}0.338{col 65}{space 4}-.2469728{col 78}{space 3} .7201961
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2611346{col 37}{space 2}  .244774{col 48}{space 1}    1.07{col 57}{space 3}0.286{col 65}{space 4}-.2186136{col 78}{space 3} .7408828
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.299784{col 37}{space 2} .2402016{col 48}{space 1}    5.41{col 57}{space 3}0.000{col 65}{space 4} .8289972{col 78}{space 3}  1.77057
{txt}{space 13}voluntaryb {c |}{col 25}{res}{space 2} 1.490674{col 37}{space 2} 4.621752{col 48}{space 1}    0.32{col 57}{space 3}0.747{col 65}{space 4}-7.567793{col 78}{space 3} 10.54914
{txt}{space 3}volabove15_los15pctb {c |}{col 25}{res}{space 2}-8.070641{col 37}{space 2} 4.225722{col 48}{space 1}   -1.91{col 57}{space 3}0.056{col 65}{space 4} -16.3529{col 78}{space 3} .2116217
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .8954858{col 37}{space 2} .5239318{col 48}{space 1}    1.71{col 57}{space 3}0.087{col 65}{space 4}-.1314017{col 78}{space 3} 1.922373
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .4476769{col 37}{space 2} .3332328{col 48}{space 1}    1.34{col 57}{space 3}0.179{col 65}{space 4}-.2054474{col 78}{space 3} 1.100801
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2} .0267211{col 37}{space 2} .0852813{col 48}{space 1}    0.31{col 57}{space 3}0.754{col 65}{space 4}-.1404271{col 78}{space 3} .1938694
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2} -.005559{col 37}{space 2} .0062514{col 48}{space 1}   -0.89{col 57}{space 3}0.374{col 65}{space 4}-.0178115{col 78}{space 3} .0066934
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-.6203777{col 37}{space 2} 2.127498{col 48}{space 1}   -0.29{col 57}{space 3}0.771{col 65}{space 4}-4.790198{col 78}{space 3} 3.549442
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.261399{col 37}{space 2} .5090799{col 48}{space 1}   -2.48{col 57}{space 3}0.013{col 65}{space 4}-2.259177{col 78}{space 3}-.2636209
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0471178{col 37}{space 2} .0901604{col 48}{space 1}   -0.52{col 57}{space 3}0.601{col 65}{space 4}-.2238289{col 78}{space 3} .1295934
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .2086055{col 37}{space 2} .6784631{col 48}{space 1}    0.31{col 57}{space 3}0.758{col 65}{space 4}-1.121158{col 78}{space 3} 1.538369
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .3949295{col 37}{space 2} .8885826{col 48}{space 1}    0.44{col 57}{space 3}0.657{col 65}{space 4} -1.34666{col 78}{space 3} 2.136519
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.2540662{col 37}{space 2} .4611609{col 48}{space 1}   -0.55{col 57}{space 3}0.582{col 65}{space 4}-1.157925{col 78}{space 3} .6497925
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}.63236681
{txt}Iteration 2:  Tolerance = {res}.10894719
{txt}Iteration 3:  Tolerance = {res}.03111648
{txt}Iteration 4:  Tolerance = {res}.00748959
{txt}Iteration 5:  Tolerance = {res}.00367446
{txt}Iteration 6:  Tolerance = {res}.00209304
{txt}Iteration 7:  Tolerance = {res}.00108083
{txt}Iteration 8:  Tolerance = {res}.00053044
{txt}Iteration 9:  Tolerance = {res}.00025259
{txt}Iteration 10: Tolerance = {res}.00011784
{txt}Iteration 11: Tolerance = {res}.00005418
{txt}Iteration 12: Tolerance = {res}.00002464
{txt}Iteration 13: Tolerance = {res}.00001112
{txt}Iteration 14: Tolerance = {res}4.986e-06
{txt}Iteration 15: Tolerance = {res}2.226e-06
{txt}Iteration 16: Tolerance = {res}9.902e-07

{txt}GEE population-averaged model{col 54}{txt}{lalign 16:Number of obs} = {res}{ralign 6:540}
{txt}Group and time vars: {res}a_id fy{txt}{col 54}{txt}{lalign 16:Number of groups} = {res}{ralign 6:94}
{txt}Family: {lalign 8:Binomial}{col 54}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 54}{ralign 16:min} = {res}{ralign 6:1}
{txt}Correlation: {res}unstructured{txt}{col 54}{ralign 16:avg} = {res}{ralign 6:5.7}
{txt}{col 54}{ralign 16:max} = {res}{ralign 6:7}
{txt}{col 54}{txt}{lalign 16:Wald chi2({res:27})} = {res}{ralign 6:375.60}
{txt}Scale parameter = {res}1{txt}{col 54}{txt}{lalign 16:Prob > chi2} = {res}{ralign 6:0.0000}

{txt}{ralign 89:(Std. err. adjusted for clustering on {res:a_id})}
{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 25}{c |}{col 37}  Semirobust
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 14}voluntary {c |}{col 25}{res}{space 2} 2.254866{col 37}{space 2} 1.319756{col 48}{space 1}    1.71{col 57}{space 3}0.088{col 65}{space 4}-.3318086{col 78}{space 3}  4.84154
{txt}{space 4}volabove15_los15pct {c |}{col 25}{res}{space 2}-.2137376{col 37}{space 2} 1.032992{col 48}{space 1}   -0.21{col 57}{space 3}0.836{col 65}{space 4}-2.238364{col 78}{space 3} 1.810889
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}  -.02558{col 37}{space 2} .0937177{col 48}{space 1}   -0.27{col 57}{space 3}0.785{col 65}{space 4}-.2092633{col 78}{space 3} .1581033
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .2245808{col 37}{space 2} .2318008{col 48}{space 1}    0.97{col 57}{space 3}0.333{col 65}{space 4}-.2297404{col 78}{space 3} .6789021
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2}-.3877922{col 37}{space 2} .2789893{col 48}{space 1}   -1.39{col 57}{space 3}0.165{col 65}{space 4}-.9346013{col 78}{space 3} .1590168
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0391424{col 37}{space 2}  .029129{col 48}{space 1}    1.34{col 57}{space 3}0.179{col 65}{space 4}-.0179493{col 78}{space 3} .0962342
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0012308{col 37}{space 2} .0016401{col 48}{space 1}    0.75{col 57}{space 3}0.453{col 65}{space 4}-.0019837{col 78}{space 3} .0044452
{txt}{space 16}accrate {c |}{col 25}{res}{space 2}-.0205327{col 37}{space 2}  .549539{col 48}{space 1}   -0.04{col 57}{space 3}0.970{col 65}{space 4}-1.097609{col 78}{space 3} 1.056544
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.8615316{col 37}{space 2} .1659728{col 48}{space 1}   -5.19{col 57}{space 3}0.000{col 65}{space 4}-1.186832{col 78}{space 3}-.5362308
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0132352{col 37}{space 2} .0270582{col 48}{space 1}   -0.49{col 57}{space 3}0.625{col 65}{space 4}-.0662683{col 78}{space 3} .0397978
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0685603{col 37}{space 2} .0746959{col 48}{space 1}    0.92{col 57}{space 3}0.359{col 65}{space 4}-.0778409{col 78}{space 3} .2149615
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .1019033{col 37}{space 2} .1030662{col 48}{space 1}    0.99{col 57}{space 3}0.323{col 65}{space 4}-.1001027{col 78}{space 3} .3039093
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .3116165{col 37}{space 2} .1164099{col 48}{space 1}    2.68{col 57}{space 3}0.007{col 65}{space 4} .0834574{col 78}{space 3} .5397756
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2395321{col 37}{space 2}  .105098{col 48}{space 1}    2.28{col 57}{space 3}0.023{col 65}{space 4} .0335439{col 78}{space 3} .4455204
{txt}{space 21}y6 {c |}{col 25}{res}{space 2}  .264692{col 37}{space 2}  .106308{col 48}{space 1}    2.49{col 57}{space 3}0.013{col 65}{space 4} .0563321{col 78}{space 3} .4730519
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.288434{col 37}{space 2}  .099293{col 48}{space 1}   12.98{col 57}{space 3}0.000{col 65}{space 4} 1.093823{col 78}{space 3} 1.483044
{txt}{space 13}voluntaryb {c |}{col 25}{res}{space 2}-.2569336{col 37}{space 2}  2.78184{col 48}{space 1}   -0.09{col 57}{space 3}0.926{col 65}{space 4}-5.709241{col 78}{space 3} 5.195374
{txt}{space 3}volabove15_los15pctb {c |}{col 25}{res}{space 2}-7.575675{col 37}{space 2} 2.320595{col 48}{space 1}   -3.26{col 57}{space 3}0.001{col 65}{space 4}-12.12396{col 78}{space 3}-3.027392
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .9137856{col 37}{space 2} .4130828{col 48}{space 1}    2.21{col 57}{space 3}0.027{col 65}{space 4} .1041583{col 78}{space 3} 1.723413
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .3807869{col 37}{space 2} .2846967{col 48}{space 1}    1.34{col 57}{space 3}0.181{col 65}{space 4}-.1772083{col 78}{space 3} .9387821
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2} .0353171{col 37}{space 2}   .06119{col 48}{space 1}    0.58{col 57}{space 3}0.564{col 65}{space 4}-.0846132{col 78}{space 3} .1552474
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2} -.005338{col 37}{space 2} .0029219{col 48}{space 1}   -1.83{col 57}{space 3}0.068{col 65}{space 4}-.0110649{col 78}{space 3} .0003889
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-1.044856{col 37}{space 2} 1.256236{col 48}{space 1}   -0.83{col 57}{space 3}0.406{col 65}{space 4}-3.507032{col 78}{space 3} 1.417321
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.103126{col 37}{space 2} .3344248{col 48}{space 1}   -3.30{col 57}{space 3}0.001{col 65}{space 4}-1.758587{col 78}{space 3}-.4476657
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0384576{col 37}{space 2} .0612063{col 48}{space 1}   -0.63{col 57}{space 3}0.530{col 65}{space 4}-.1584198{col 78}{space 3} .0815046
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .0518569{col 37}{space 2} .3879536{col 48}{space 1}    0.13{col 57}{space 3}0.894{col 65}{space 4}-.7085183{col 78}{space 3}  .812232
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .3996639{col 37}{space 2}  .468999{col 48}{space 1}    0.85{col 57}{space 3}0.394{col 65}{space 4}-.5195572{col 78}{space 3} 1.318885
{txt}{space 18}_cons {c |}{col 25}{res}{space 2} -.175437{col 37}{space 2} .3011933{col 48}{space 1}   -0.58{col 57}{space 3}0.560{col 65}{space 4} -.765765{col 78}{space 3} .4148911
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}


{col 15}QIC and QIC_u
___________________________________________
{col 1}Corr =                  {res}uns
{txt}{col 1}Family =                {res}bin
{txt}{col 1}Link =               {res}probit
{txt}{col 1}p =         {res}             28
{txt}{col 1}Trace =     {res}          9.647
{txt}{col 1}QIC =       {res}        588.264
{txt}{col 1}QIC_u =     {res}        624.970
{txt}___________________________________________
({res}est1{txt} stored)

{com}. *
. estadd scalar qic = r(qic)

{txt}added scalar:
                e(qic) =  {res}588.26426
{txt}
{com}. 
. eststo: calculate 1-(r(p)-r(qic))/(1-$qic_null)
.19392581
{txt}({res}est2{txt} stored)

{com}. estadd scalar pseudor = r(result)

{txt}added scalar:
            e(pseudor) =  {res}.19392581
{txt}
{com}. *
. *
. 
. * [MODEL 10, FIGURE 4B] H2 SERVICE LENGTH HYPOTHESIS
. eststo: qic delay_pct voluntary volh2_intrct volabove15_los15pct cio5 activityno_permil_pct lnitemp lnprojsize projects_no accrate  newprojects_pct  cio_tenure y1-y7 voluntaryb volabove15_los15pctb  activityno_permil_pctb lnitempb lnprojsizeb projects_nob accrateb newprojects_pctb cio_tenureb   dmeratio_totalspending dmeratio_totalspendingb   , i(a_id) t(fy) fam(bin) link(probit) corr(uns)
{txt}note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}.00001291
{txt}Iteration 2:  Tolerance = {res}1.192e-06
{txt}Iteration 3:  Tolerance = {res}1.109e-07

{txt}GEE population-averaged model{col 52}{txt}{lalign 16:Number of obs} = {res}{ralign 8:540}
{txt}Group variable: {res}a_id{txt}{col 52}{txt}{lalign 16:Number of groups} = {res}{ralign 8:94}
{txt}Family: {lalign 8:Binomial}{col 52}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 52}{ralign 16:min} = {res}{ralign 8:1}
{txt}Correlation: {res}independent{txt}{col 52}{ralign 16:avg} = {res}{ralign 8:5.7}
{txt}{col 52}{ralign 16:max} = {res}{ralign 8:7}
{txt}{col 52}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 8:74.03}
{txt}Scale parameter = {res}1{txt}{col 52}{txt}{lalign 16:Prob > chi2} = {res}{ralign 8:0.0000}

{txt}Pearson chi2({res:540}){col 21} = {res}{ralign 8:157.04}{txt}{col 52}{lalign 16:Deviance} = {res}{ralign 8:172.32}
{txt}Dispersion (Pearson){col 21} = {res}{ralign 8:.2908219}{col 52}{txt}{lalign 16:Dispersion} = {res}{ralign 8:.3191071}

{txt}{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  Std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 14}voluntary {c |}{col 25}{res}{space 2} 1.247907{col 37}{space 2} 3.051749{col 48}{space 1}    0.41{col 57}{space 3}0.683{col 65}{space 4}-4.733412{col 78}{space 3} 7.229225
{txt}{space 11}volh2_intrct {c |}{col 25}{res}{space 2}-6.778536{col 37}{space 2} 31.99755{col 48}{space 1}   -0.21{col 57}{space 3}0.832{col 65}{space 4}-69.49258{col 78}{space 3} 55.93551
{txt}{space 4}volabove15_los15pct {c |}{col 25}{res}{space 2} .8979287{col 37}{space 2} 4.067696{col 48}{space 1}    0.22{col 57}{space 3}0.825{col 65}{space 4}-7.074609{col 78}{space 3} 8.870466
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.0189579{col 37}{space 2} .1895155{col 48}{space 1}   -0.10{col 57}{space 3}0.920{col 65}{space 4}-.3904016{col 78}{space 3} .3524857
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2}  .251616{col 37}{space 2} .3455469{col 48}{space 1}    0.73{col 57}{space 3}0.467{col 65}{space 4}-.4256434{col 78}{space 3} .9288754
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2} -.455257{col 37}{space 2} .3309629{col 48}{space 1}   -1.38{col 57}{space 3}0.169{col 65}{space 4}-1.103932{col 78}{space 3} .1934185
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0499672{col 37}{space 2} .0549576{col 48}{space 1}    0.91{col 57}{space 3}0.363{col 65}{space 4}-.0577477{col 78}{space 3}  .157682
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0015144{col 37}{space 2} .0048992{col 48}{space 1}    0.31{col 57}{space 3}0.757{col 65}{space 4}-.0080878{col 78}{space 3} .0111167
{txt}{space 16}accrate {c |}{col 25}{res}{space 2}-.3526043{col 37}{space 2} 1.268857{col 48}{space 1}   -0.28{col 57}{space 3}0.781{col 65}{space 4}-2.839519{col 78}{space 3}  2.13431
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.7750699{col 37}{space 2} .2846711{col 48}{space 1}   -2.72{col 57}{space 3}0.006{col 65}{space 4}-1.333015{col 78}{space 3}-.2171248
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0069294{col 37}{space 2} .0572665{col 48}{space 1}   -0.12{col 57}{space 3}0.904{col 65}{space 4}-.1191697{col 78}{space 3} .1053108
{txt}{space 21}y2 {c |}{col 25}{res}{space 2}  .072592{col 37}{space 2} .2386446{col 48}{space 1}    0.30{col 57}{space 3}0.761{col 65}{space 4}-.3951428{col 78}{space 3} .5403267
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .0873405{col 37}{space 2} .2380657{col 48}{space 1}    0.37{col 57}{space 3}0.714{col 65}{space 4}-.3792597{col 78}{space 3} .5539406
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .2871864{col 37}{space 2} .2553519{col 48}{space 1}    1.12{col 57}{space 3}0.261{col 65}{space 4}-.2132942{col 78}{space 3} .7876669
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2329023{col 37}{space 2} .2471851{col 48}{space 1}    0.94{col 57}{space 3}0.346{col 65}{space 4}-.2515716{col 78}{space 3} .7173762
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2609863{col 37}{space 2}  .244863{col 48}{space 1}    1.07{col 57}{space 3}0.286{col 65}{space 4}-.2189364{col 78}{space 3}  .740909
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.297468{col 37}{space 2} .2403673{col 48}{space 1}    5.40{col 57}{space 3}0.000{col 65}{space 4} .8263568{col 78}{space 3} 1.768579
{txt}{space 13}voluntaryb {c |}{col 25}{res}{space 2} 1.502549{col 37}{space 2} 4.630753{col 48}{space 1}    0.32{col 57}{space 3}0.746{col 65}{space 4}-7.573561{col 78}{space 3} 10.57866
{txt}{space 3}volabove15_los15pctb {c |}{col 25}{res}{space 2}-8.082349{col 37}{space 2} 4.263147{col 48}{space 1}   -1.90{col 57}{space 3}0.058{col 65}{space 4}-16.43796{col 78}{space 3} .2732652
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .8991807{col 37}{space 2} .5243073{col 48}{space 1}    1.71{col 57}{space 3}0.086{col 65}{space 4}-.1284428{col 78}{space 3} 1.926804
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .4550473{col 37}{space 2} .3352559{col 48}{space 1}    1.36{col 57}{space 3}0.175{col 65}{space 4}-.2020422{col 78}{space 3} 1.112137
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2} .0279317{col 37}{space 2} .0854859{col 48}{space 1}    0.33{col 57}{space 3}0.744{col 65}{space 4}-.1396176{col 78}{space 3}  .195481
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0055751{col 37}{space 2} .0062502{col 48}{space 1}   -0.89{col 57}{space 3}0.372{col 65}{space 4}-.0178252{col 78}{space 3}  .006675
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-.7184175{col 37}{space 2}  2.17558{col 48}{space 1}   -0.33{col 57}{space 3}0.741{col 65}{space 4}-4.982476{col 78}{space 3} 3.545641
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.255178{col 37}{space 2} .5096261{col 48}{space 1}   -2.46{col 57}{space 3}0.014{col 65}{space 4}-2.254027{col 78}{space 3}-.2563294
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0466775{col 37}{space 2} .0901622{col 48}{space 1}   -0.52{col 57}{space 3}0.605{col 65}{space 4}-.2233923{col 78}{space 3} .1300372
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .2214728{col 37}{space 2} .6816425{col 48}{space 1}    0.32{col 57}{space 3}0.745{col 65}{space 4}-1.114522{col 78}{space 3} 1.557468
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .3928119{col 37}{space 2}  .887968{col 48}{space 1}    0.44{col 57}{space 3}0.658{col 65}{space 4}-1.347573{col 78}{space 3} 2.133197
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.2562416{col 37}{space 2}  .461595{col 48}{space 1}   -0.56{col 57}{space 3}0.579{col 65}{space 4}-1.160951{col 78}{space 3} .6484681
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}.62313811
{txt}Iteration 2:  Tolerance = {res}.40319616
{txt}Iteration 3:  Tolerance = {res}.15838299
{txt}Iteration 4:  Tolerance = {res}.09699699
{txt}Iteration 5:  Tolerance = {res}.04821791
{txt}Iteration 6:  Tolerance = {res}.02365769
{txt}Iteration 7:  Tolerance = {res}.01108042
{txt}Iteration 8:  Tolerance = {res}.00510302
{txt}Iteration 9:  Tolerance = {res}.002324
{txt}Iteration 10: Tolerance = {res}.00105256
{txt}Iteration 11: Tolerance = {res}.00047518
{txt}Iteration 12: Tolerance = {res}.00021412
{txt}Iteration 13: Tolerance = {res}.00009636
{txt}Iteration 14: Tolerance = {res}.00004333
{txt}Iteration 15: Tolerance = {res}.00001947
{txt}Iteration 16: Tolerance = {res}8.741e-06
{txt}Iteration 17: Tolerance = {res}3.924e-06
{txt}Iteration 18: Tolerance = {res}1.760e-06
{txt}Iteration 19: Tolerance = {res}7.897e-07

{txt}GEE population-averaged model{col 54}{txt}{lalign 16:Number of obs} = {res}{ralign 6:540}
{txt}Group and time vars: {res}a_id fy{txt}{col 54}{txt}{lalign 16:Number of groups} = {res}{ralign 6:94}
{txt}Family: {lalign 8:Binomial}{col 54}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 54}{ralign 16:min} = {res}{ralign 6:1}
{txt}Correlation: {res}unstructured{txt}{col 54}{ralign 16:avg} = {res}{ralign 6:5.7}
{txt}{col 54}{ralign 16:max} = {res}{ralign 6:7}
{txt}{col 54}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 6:375.80}
{txt}Scale parameter = {res}1{txt}{col 54}{txt}{lalign 16:Prob > chi2} = {res}{ralign 6:0.0000}

{txt}{ralign 89:(Std. err. adjusted for clustering on {res:a_id})}
{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 25}{c |}{col 37}  Semirobust
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 14}voluntary {c |}{col 25}{res}{space 2} 2.268077{col 37}{space 2} 1.261974{col 48}{space 1}    1.80{col 57}{space 3}0.072{col 65}{space 4} -.205347{col 78}{space 3} 4.741502
{txt}{space 11}volh2_intrct {c |}{col 25}{res}{space 2}-.3942165{col 37}{space 2} 12.45102{col 48}{space 1}   -0.03{col 57}{space 3}0.975{col 65}{space 4}-24.79777{col 78}{space 3} 24.00933
{txt}{space 4}volabove15_los15pct {c |}{col 25}{res}{space 2}-.1707307{col 37}{space 2} 2.094339{col 48}{space 1}   -0.08{col 57}{space 3}0.935{col 65}{space 4}-4.275559{col 78}{space 3} 3.934097
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.0254936{col 37}{space 2} .0935023{col 48}{space 1}   -0.27{col 57}{space 3}0.785{col 65}{space 4}-.2087547{col 78}{space 3} .1577675
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .2243588{col 37}{space 2} .2318939{col 48}{space 1}    0.97{col 57}{space 3}0.333{col 65}{space 4}-.2301449{col 78}{space 3} .6788625
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2}-.3885514{col 37}{space 2}  .278052{col 48}{space 1}   -1.40{col 57}{space 3}0.162{col 65}{space 4}-.9335233{col 78}{space 3} .1564205
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0390843{col 37}{space 2} .0292848{col 48}{space 1}    1.33{col 57}{space 3}0.182{col 65}{space 4}-.0183129{col 78}{space 3} .0964816
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0012328{col 37}{space 2} .0016494{col 48}{space 1}    0.75{col 57}{space 3}0.455{col 65}{space 4}    -.002{col 78}{space 3} .0044656
{txt}{space 16}accrate {c |}{col 25}{res}{space 2}-.0207741{col 37}{space 2} .5513999{col 48}{space 1}   -0.04{col 57}{space 3}0.970{col 65}{space 4}-1.101498{col 78}{space 3}  1.05995
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.8617669{col 37}{space 2} .1661642{col 48}{space 1}   -5.19{col 57}{space 3}0.000{col 65}{space 4}-1.187443{col 78}{space 3} -.536091
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0132838{col 37}{space 2} .0272955{col 48}{space 1}   -0.49{col 57}{space 3}0.626{col 65}{space 4}-.0667821{col 78}{space 3} .0402144
{txt}{space 21}y2 {c |}{col 25}{res}{space 2}  .068391{col 37}{space 2} .0749807{col 48}{space 1}    0.91{col 57}{space 3}0.362{col 65}{space 4}-.0785684{col 78}{space 3} .2153504
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .1018326{col 37}{space 2} .1030818{col 48}{space 1}    0.99{col 57}{space 3}0.323{col 65}{space 4}-.1002041{col 78}{space 3} .3038692
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .3114182{col 37}{space 2} .1168392{col 48}{space 1}    2.67{col 57}{space 3}0.008{col 65}{space 4} .0824176{col 78}{space 3} .5404187
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2393449{col 37}{space 2} .1055698{col 48}{space 1}    2.27{col 57}{space 3}0.023{col 65}{space 4} .0324318{col 78}{space 3} .4462579
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2646496{col 37}{space 2} .1065904{col 48}{space 1}    2.48{col 57}{space 3}0.013{col 65}{space 4} .0557362{col 78}{space 3}  .473563
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.288284{col 37}{space 2} .0994384{col 48}{space 1}   12.96{col 57}{space 3}0.000{col 65}{space 4} 1.093388{col 78}{space 3}  1.48318
{txt}{space 13}voluntaryb {c |}{col 25}{res}{space 2}-.2551732{col 37}{space 2} 2.781097{col 48}{space 1}   -0.09{col 57}{space 3}0.927{col 65}{space 4}-5.706024{col 78}{space 3} 5.195677
{txt}{space 3}volabove15_los15pctb {c |}{col 25}{res}{space 2}-7.575335{col 37}{space 2} 2.322111{col 48}{space 1}   -3.26{col 57}{space 3}0.001{col 65}{space 4}-12.12659{col 78}{space 3}-3.024082
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .9141359{col 37}{space 2} .4139586{col 48}{space 1}    2.21{col 57}{space 3}0.027{col 65}{space 4}  .102792{col 78}{space 3}  1.72548
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .3814583{col 37}{space 2} .2835563{col 48}{space 1}    1.35{col 57}{space 3}0.179{col 65}{space 4}-.1743019{col 78}{space 3} .9372185
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2}  .035422{col 37}{space 2} .0618135{col 48}{space 1}    0.57{col 57}{space 3}0.567{col 65}{space 4}-.0857302{col 78}{space 3} .1565742
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0053387{col 37}{space 2} .0029341{col 48}{space 1}   -1.82{col 57}{space 3}0.069{col 65}{space 4}-.0110893{col 78}{space 3}  .000412
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-1.050944{col 37}{space 2} 1.290327{col 48}{space 1}   -0.81{col 57}{space 3}0.415{col 65}{space 4}-3.579938{col 78}{space 3}  1.47805
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.102841{col 37}{space 2} .3337504{col 48}{space 1}   -3.30{col 57}{space 3}0.001{col 65}{space 4}-1.756979{col 78}{space 3}-.4487019
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0383883{col 37}{space 2} .0612835{col 48}{space 1}   -0.63{col 57}{space 3}0.531{col 65}{space 4}-.1585017{col 78}{space 3} .0817251
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .0526139{col 37}{space 2} .3820945{col 48}{space 1}    0.14{col 57}{space 3}0.890{col 65}{space 4}-.6962776{col 78}{space 3} .8015053
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .3991061{col 37}{space 2} .4678294{col 48}{space 1}    0.85{col 57}{space 3}0.394{col 65}{space 4}-.5178227{col 78}{space 3} 1.316035
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.1754364{col 37}{space 2} .3011304{col 48}{space 1}   -0.58{col 57}{space 3}0.560{col 65}{space 4} -.765641{col 78}{space 3} .4147683
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}


{col 15}QIC and QIC_u
___________________________________________
{col 1}Corr =                  {res}uns
{txt}{col 1}Family =                {res}bin
{txt}{col 1}Link =               {res}probit
{txt}{col 1}p =         {res}             29
{txt}{col 1}Trace =     {res}          9.822
{txt}{col 1}QIC =       {res}        588.610
{txt}{col 1}QIC_u =     {res}        626.965
{txt}___________________________________________
({res}est3{txt} stored)

{com}. *
. estadd scalar qic = r(qic)

{txt}added scalar:
                e(qic) =  {res}588.60961
{txt}
{com}. 
. eststo: calculate 1-(r(p)-r(qic))/(1-$qic_null)
.19486767
{txt}({res}est4{txt} stored)

{com}. estadd scalar pseudor = r(result)

{txt}added scalar:
            e(pseudor) =  {res}.19486767
{txt}
{com}. *
. *
. 
. * [MODEL 11, FIGURE 5B] H3 CENTRALIZATION HYPOTHESIS
. eststo: qic delay_pct voluntary volh3_intrct volabove15_los15pct cio5 activityno_permil_pct lnitemp lnprojsize projects_no accrate  newprojects_pct  cio_tenure y1-y7 voluntaryb volabove15_los15pctb  activityno_permil_pctb lnitempb lnprojsizeb projects_nob accrateb newprojects_pctb cio_tenureb   dmeratio_totalspending dmeratio_totalspendingb   , i(a_id) t(fy) fam(bin) link(probit) corr(uns)
{txt}note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}.00003935
{txt}Iteration 2:  Tolerance = {res}4.200e-06
{txt}Iteration 3:  Tolerance = {res}4.440e-07

{txt}GEE population-averaged model{col 54}{txt}{lalign 16:Number of obs} = {res}{ralign 6:540}
{txt}Group variable: {res}a_id{txt}{col 54}{txt}{lalign 16:Number of groups} = {res}{ralign 6:94}
{txt}Family: {lalign 8:Binomial}{col 54}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 54}{ralign 16:min} = {res}{ralign 6:1}
{txt}Correlation: {res}independent{txt}{col 54}{ralign 16:avg} = {res}{ralign 6:5.7}
{txt}{col 54}{ralign 16:max} = {res}{ralign 6:7}
{txt}{col 54}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 6:74.20}
{txt}Scale parameter = {res}1{txt}{col 54}{txt}{lalign 16:Prob > chi2} = {res}{ralign 6:0.0000}

{txt}Pearson chi2({res:540}){col 21} = {res}{ralign 8:156.76}{txt}{col 54}{lalign 16:Deviance} = {res}{ralign 6:172.22}
{txt}Dispersion (Pearson){col 21} = {res}{ralign 8:.2902896}{col 54}{txt}{lalign 16:Dispersion} = {res}{ralign 6:.31892}

{txt}{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  Std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 14}voluntary {c |}{col 25}{res}{space 2} 1.279202{col 37}{space 2} 2.932721{col 48}{space 1}    0.44{col 57}{space 3}0.663{col 65}{space 4}-4.468827{col 78}{space 3}  7.02723
{txt}{space 11}volh3_intrct {c |}{col 25}{res}{space 2}-1.890874{col 37}{space 2} 4.898668{col 48}{space 1}   -0.39{col 57}{space 3}0.699{col 65}{space 4}-11.49209{col 78}{space 3} 7.710338
{txt}{space 4}volabove15_los15pct {c |}{col 25}{res}{space 2} .2359269{col 37}{space 2} 2.251829{col 48}{space 1}    0.10{col 57}{space 3}0.917{col 65}{space 4}-4.177578{col 78}{space 3} 4.649431
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2} .0539954{col 37}{space 2} .2687923{col 48}{space 1}    0.20{col 57}{space 3}0.841{col 65}{space 4}-.4728278{col 78}{space 3} .5808186
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .2630924{col 37}{space 2} .3470952{col 48}{space 1}    0.76{col 57}{space 3}0.448{col 65}{space 4}-.4172017{col 78}{space 3} .9433865
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2}-.4423945{col 37}{space 2} .3289906{col 48}{space 1}   -1.34{col 57}{space 3}0.179{col 65}{space 4}-1.087204{col 78}{space 3} .2024153
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2}  .053309{col 37}{space 2} .0552997{col 48}{space 1}    0.96{col 57}{space 3}0.335{col 65}{space 4}-.0550765{col 78}{space 3} .1616945
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0013869{col 37}{space 2} .0049054{col 48}{space 1}    0.28{col 57}{space 3}0.777{col 65}{space 4}-.0082274{col 78}{space 3} .0110013
{txt}{space 16}accrate {c |}{col 25}{res}{space 2}-.4057436{col 37}{space 2} 1.274883{col 48}{space 1}   -0.32{col 57}{space 3}0.750{col 65}{space 4}-2.904469{col 78}{space 3} 2.092981
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2} -.768966{col 37}{space 2} .2845567{col 48}{space 1}   -2.70{col 57}{space 3}0.007{col 65}{space 4}-1.326687{col 78}{space 3}-.2112452
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0078959{col 37}{space 2} .0574096{col 48}{space 1}   -0.14{col 57}{space 3}0.891{col 65}{space 4}-.1204167{col 78}{space 3}  .104625
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0804453{col 37}{space 2} .2386409{col 48}{space 1}    0.34{col 57}{space 3}0.736{col 65}{space 4}-.3872823{col 78}{space 3}  .548173
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .0948728{col 37}{space 2} .2386202{col 48}{space 1}    0.40{col 57}{space 3}0.691{col 65}{space 4}-.3728142{col 78}{space 3} .5625598
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .2841907{col 37}{space 2} .2557714{col 48}{space 1}    1.11{col 57}{space 3}0.267{col 65}{space 4} -.217112{col 78}{space 3} .7854935
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2450452{col 37}{space 2} .2479116{col 48}{space 1}    0.99{col 57}{space 3}0.323{col 65}{space 4}-.2408526{col 78}{space 3}  .730943
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2700962{col 37}{space 2} .2464676{col 48}{space 1}    1.10{col 57}{space 3}0.273{col 65}{space 4}-.2129715{col 78}{space 3} .7531639
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.303254{col 37}{space 2}  .240583{col 48}{space 1}    5.42{col 57}{space 3}0.000{col 65}{space 4} .8317194{col 78}{space 3} 1.774788
{txt}{space 13}voluntaryb {c |}{col 25}{res}{space 2} 1.593139{col 37}{space 2} 4.629944{col 48}{space 1}    0.34{col 57}{space 3}0.731{col 65}{space 4}-7.481385{col 78}{space 3} 10.66766
{txt}{space 3}volabove15_los15pctb {c |}{col 25}{res}{space 2}-8.204216{col 37}{space 2} 4.272575{col 48}{space 1}   -1.92{col 57}{space 3}0.055{col 65}{space 4}-16.57831{col 78}{space 3}  .169877
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2}  .895314{col 37}{space 2} .5240738{col 48}{space 1}    1.71{col 57}{space 3}0.088{col 65}{space 4}-.1318517{col 78}{space 3}  1.92248
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .4431425{col 37}{space 2} .3339394{col 48}{space 1}    1.33{col 57}{space 3}0.185{col 65}{space 4}-.2113667{col 78}{space 3} 1.097652
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2} .0258877{col 37}{space 2} .0852419{col 48}{space 1}    0.30{col 57}{space 3}0.761{col 65}{space 4}-.1411834{col 78}{space 3} .1929588
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0055853{col 37}{space 2} .0062455{col 48}{space 1}   -0.89{col 57}{space 3}0.371{col 65}{space 4}-.0178262{col 78}{space 3} .0066556
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2} -.595582{col 37}{space 2} 2.129593{col 48}{space 1}   -0.28{col 57}{space 3}0.780{col 65}{space 4}-4.769508{col 78}{space 3} 3.578344
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.249582{col 37}{space 2} .5097963{col 48}{space 1}   -2.45{col 57}{space 3}0.014{col 65}{space 4}-2.248764{col 78}{space 3}-.2503993
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0439569{col 37}{space 2}  .090414{col 48}{space 1}   -0.49{col 57}{space 3}0.627{col 65}{space 4}-.2211651{col 78}{space 3} .1332513
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .1942423{col 37}{space 2} .6800771{col 48}{space 1}    0.29{col 57}{space 3}0.775{col 65}{space 4}-1.138684{col 78}{space 3} 1.527169
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .4225738{col 37}{space 2} .8925833{col 48}{space 1}    0.47{col 57}{space 3}0.636{col 65}{space 4}-1.326857{col 78}{space 3} 2.172005
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.2866326{col 37}{space 2} .4687356{col 48}{space 1}   -0.61{col 57}{space 3}0.541{col 65}{space 4}-1.205337{col 78}{space 3} .6320722
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}.68666032
{txt}Iteration 2:  Tolerance = {res}.10744451
{txt}Iteration 3:  Tolerance = {res}.03338631
{txt}Iteration 4:  Tolerance = {res}.00606512
{txt}Iteration 5:  Tolerance = {res}.00406468
{txt}Iteration 6:  Tolerance = {res}.0022379
{txt}Iteration 7:  Tolerance = {res}.00109269
{txt}Iteration 8:  Tolerance = {res}.00050083
{txt}Iteration 9:  Tolerance = {res}.00022103
{txt}Iteration 10: Tolerance = {res}.00009506
{txt}Iteration 11: Tolerance = {res}.00004013
{txt}Iteration 12: Tolerance = {res}.00001671
{txt}Iteration 13: Tolerance = {res}6.880e-06
{txt}Iteration 14: Tolerance = {res}2.810e-06
{txt}Iteration 15: Tolerance = {res}1.140e-06
{txt}Iteration 16: Tolerance = {res}4.597e-07

{txt}GEE population-averaged model{col 54}{txt}{lalign 16:Number of obs} = {res}{ralign 6:540}
{txt}Group and time vars: {res}a_id fy{txt}{col 54}{txt}{lalign 16:Number of groups} = {res}{ralign 6:94}
{txt}Family: {lalign 8:Binomial}{col 54}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 54}{ralign 16:min} = {res}{ralign 6:1}
{txt}Correlation: {res}unstructured{txt}{col 54}{ralign 16:avg} = {res}{ralign 6:5.7}
{txt}{col 54}{ralign 16:max} = {res}{ralign 6:7}
{txt}{col 54}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 6:381.27}
{txt}Scale parameter = {res}1{txt}{col 54}{txt}{lalign 16:Prob > chi2} = {res}{ralign 6:0.0000}

{txt}{ralign 89:(Std. err. adjusted for clustering on {res:a_id})}
{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 25}{c |}{col 37}  Semirobust
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 14}voluntary {c |}{col 25}{res}{space 2} 2.868439{col 37}{space 2} 1.330624{col 48}{space 1}    2.16{col 57}{space 3}0.031{col 65}{space 4} .2604652{col 78}{space 3} 5.476414
{txt}{space 11}volh3_intrct {c |}{col 25}{res}{space 2} -3.99106{col 37}{space 2} 1.933847{col 48}{space 1}   -2.06{col 57}{space 3}0.039{col 65}{space 4} -7.78133{col 78}{space 3}-.2007895
{txt}{space 4}volabove15_los15pct {c |}{col 25}{res}{space 2}-.2032437{col 37}{space 2} 1.037023{col 48}{space 1}   -0.20{col 57}{space 3}0.845{col 65}{space 4}-2.235771{col 78}{space 3} 1.829284
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}  .127943{col 37}{space 2} .1291196{col 48}{space 1}    0.99{col 57}{space 3}0.322{col 65}{space 4}-.1251268{col 78}{space 3} .3810129
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .2426815{col 37}{space 2} .2262925{col 48}{space 1}    1.07{col 57}{space 3}0.284{col 65}{space 4}-.2008437{col 78}{space 3} .6862066
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2}-.3555531{col 37}{space 2} .2778018{col 48}{space 1}   -1.28{col 57}{space 3}0.201{col 65}{space 4}-.9000346{col 78}{space 3} .1889284
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2}  .046159{col 37}{space 2} .0280642{col 48}{space 1}    1.64{col 57}{space 3}0.100{col 65}{space 4}-.0088458{col 78}{space 3} .1011638
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0009645{col 37}{space 2} .0016032{col 48}{space 1}    0.60{col 57}{space 3}0.547{col 65}{space 4}-.0021778{col 78}{space 3} .0041067
{txt}{space 16}accrate {c |}{col 25}{res}{space 2} -.136967{col 37}{space 2} .5390963{col 48}{space 1}   -0.25{col 57}{space 3}0.799{col 65}{space 4}-1.193576{col 78}{space 3} .9196423
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2} -.854798{col 37}{space 2} .1650824{col 48}{space 1}   -5.18{col 57}{space 3}0.000{col 65}{space 4}-1.178354{col 78}{space 3}-.5312423
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0169931{col 37}{space 2}  .026516{col 48}{space 1}   -0.64{col 57}{space 3}0.522{col 65}{space 4}-.0689636{col 78}{space 3} .0349774
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0762716{col 37}{space 2} .0728696{col 48}{space 1}    1.05{col 57}{space 3}0.295{col 65}{space 4}-.0665503{col 78}{space 3} .2190934
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .1096032{col 37}{space 2} .1024514{col 48}{space 1}    1.07{col 57}{space 3}0.285{col 65}{space 4}-.0911978{col 78}{space 3} .3104041
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .2973949{col 37}{space 2} .1162121{col 48}{space 1}    2.56{col 57}{space 3}0.010{col 65}{space 4} .0696234{col 78}{space 3} .5251664
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2548034{col 37}{space 2} .1061024{col 48}{space 1}    2.40{col 57}{space 3}0.016{col 65}{space 4} .0468465{col 78}{space 3} .4627603
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2803252{col 37}{space 2} .1049338{col 48}{space 1}    2.67{col 57}{space 3}0.008{col 65}{space 4} .0746587{col 78}{space 3} .4859917
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.293378{col 37}{space 2}  .099807{col 48}{space 1}   12.96{col 57}{space 3}0.000{col 65}{space 4} 1.097759{col 78}{space 3} 1.488996
{txt}{space 13}voluntaryb {c |}{col 25}{res}{space 2}-.3723774{col 37}{space 2}  2.76783{col 48}{space 1}   -0.13{col 57}{space 3}0.893{col 65}{space 4}-5.797224{col 78}{space 3} 5.052469
{txt}{space 3}volabove15_los15pctb {c |}{col 25}{res}{space 2}-7.638682{col 37}{space 2} 2.349248{col 48}{space 1}   -3.25{col 57}{space 3}0.001{col 65}{space 4}-12.24312{col 78}{space 3}-3.034241
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .9071423{col 37}{space 2} .4121568{col 48}{space 1}    2.20{col 57}{space 3}0.028{col 65}{space 4} .0993297{col 78}{space 3} 1.714955
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .3484917{col 37}{space 2} .2831023{col 48}{space 1}    1.23{col 57}{space 3}0.218{col 65}{space 4}-.2063787{col 78}{space 3} .9033621
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2} .0305716{col 37}{space 2} .0604764{col 48}{space 1}    0.51{col 57}{space 3}0.613{col 65}{space 4}  -.08796{col 78}{space 3} .1491032
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2} -.005355{col 37}{space 2} .0028598{col 48}{space 1}   -1.87{col 57}{space 3}0.061{col 65}{space 4}-.0109601{col 78}{space 3} .0002502
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-.9307788{col 37}{space 2} 1.281936{col 48}{space 1}   -0.73{col 57}{space 3}0.468{col 65}{space 4}-3.443327{col 78}{space 3} 1.581769
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.085267{col 37}{space 2} .3366973{col 48}{space 1}   -3.22{col 57}{space 3}0.001{col 65}{space 4}-1.745181{col 78}{space 3} -.425352
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0314033{col 37}{space 2} .0624041{col 48}{space 1}   -0.50{col 57}{space 3}0.615{col 65}{space 4}-.1537131{col 78}{space 3} .0909065
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .0307867{col 37}{space 2} .3794899{col 48}{space 1}    0.08{col 57}{space 3}0.935{col 65}{space 4}-.7129998{col 78}{space 3} .7745732
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .4577344{col 37}{space 2} .4656674{col 48}{space 1}    0.98{col 57}{space 3}0.326{col 65}{space 4}-.4549569{col 78}{space 3} 1.370426
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.2319355{col 37}{space 2}  .316899{col 48}{space 1}   -0.73{col 57}{space 3}0.464{col 65}{space 4}-.8530462{col 78}{space 3} .3891752
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}


{col 15}QIC and QIC_u
___________________________________________
{col 1}Corr =                  {res}uns
{txt}{col 1}Family =                {res}bin
{txt}{col 1}Link =               {res}probit
{txt}{col 1}p =         {res}             29
{txt}{col 1}Trace =     {res}          9.766
{txt}{col 1}QIC =       {res}        588.582
{txt}{col 1}QIC_u =     {res}        627.050
{txt}___________________________________________
({res}est5{txt} stored)

{com}. *
. estadd scalar qic = r(qic)

{txt}added scalar:
                e(qic) =  {res}588.58175
{txt}
{com}. 
. eststo: calculate 1-(r(p)-r(qic))/(1-$qic_null)
.19490776
{txt}({res}est6{txt} stored)

{com}. estadd scalar pseudor = r(result)

{txt}added scalar:
            e(pseudor) =  {res}.19490776
{txt}
{com}. *
. *
. 
. * [MODEL 12, FIGURE 6B] H4 STANDARDIZATION HYPOTHESIS
. eststo: qic delay_pct voluntary volh4_intrct volabove15_los15pct cio5 activityno_permil_pct lnitemp lnprojsize projects_no accrate  newprojects_pct  cio_tenure y1-y7 voluntaryb volabove15_los15pctb  activityno_permil_pctb lnitempb lnprojsizeb projects_nob accrateb newprojects_pctb cio_tenureb   dmeratio_totalspending dmeratio_totalspendingb   , i(a_id) t(fy) fam(bin) link(probit) corr(uns)
{txt}note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}.00003978
{txt}Iteration 2:  Tolerance = {res}4.256e-06
{txt}Iteration 3:  Tolerance = {res}4.512e-07

{txt}GEE population-averaged model{col 52}{txt}{lalign 16:Number of obs} = {res}{ralign 8:540}
{txt}Group variable: {res}a_id{txt}{col 52}{txt}{lalign 16:Number of groups} = {res}{ralign 8:94}
{txt}Family: {lalign 8:Binomial}{col 52}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 52}{ralign 16:min} = {res}{ralign 8:1}
{txt}Correlation: {res}independent{txt}{col 52}{ralign 16:avg} = {res}{ralign 8:5.7}
{txt}{col 52}{ralign 16:max} = {res}{ralign 8:7}
{txt}{col 52}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 8:74.16}
{txt}Scale parameter = {res}1{txt}{col 52}{txt}{lalign 16:Prob > chi2} = {res}{ralign 8:0.0000}

{txt}Pearson chi2({res:540}){col 21} = {res}{ralign 8:156.09}{txt}{col 52}{lalign 16:Deviance} = {res}{ralign 8:172.15}
{txt}Dispersion (Pearson){col 21} = {res}{ralign 8:.2890617}{col 52}{txt}{lalign 16:Dispersion} = {res}{ralign 8:.3187962}

{txt}{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  Std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 14}voluntary {c |}{col 25}{res}{space 2} 2.079899{col 37}{space 2} 3.706453{col 48}{space 1}    0.56{col 57}{space 3}0.575{col 65}{space 4}-5.184616{col 78}{space 3} 9.344414
{txt}{space 11}volh4_intrct {c |}{col 25}{res}{space 2}-2.573603{col 37}{space 2} 5.545556{col 48}{space 1}   -0.46{col 57}{space 3}0.643{col 65}{space 4}-13.44269{col 78}{space 3} 8.295488
{txt}{space 4}volabove15_los15pct {c |}{col 25}{res}{space 2} .0284825{col 37}{space 2} 2.347974{col 48}{space 1}    0.01{col 57}{space 3}0.990{col 65}{space 4}-4.573463{col 78}{space 3} 4.630428
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.0192301{col 37}{space 2} .1895914{col 48}{space 1}   -0.10{col 57}{space 3}0.919{col 65}{space 4}-.3908225{col 78}{space 3} .3523623
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .3603252{col 37}{space 2} .4171379{col 48}{space 1}    0.86{col 57}{space 3}0.388{col 65}{space 4}-.4572502{col 78}{space 3} 1.177901
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2}-.4616834{col 37}{space 2} .3298705{col 48}{space 1}   -1.40{col 57}{space 3}0.162{col 65}{space 4}-1.108218{col 78}{space 3} .1848508
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0497945{col 37}{space 2}  .054887{col 48}{space 1}    0.91{col 57}{space 3}0.364{col 65}{space 4} -.057782{col 78}{space 3}  .157371
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0016172{col 37}{space 2} .0049017{col 48}{space 1}    0.33{col 57}{space 3}0.741{col 65}{space 4}  -.00799{col 78}{space 3} .0112244
{txt}{space 16}accrate {c |}{col 25}{res}{space 2}-.3745317{col 37}{space 2} 1.268763{col 48}{space 1}   -0.30{col 57}{space 3}0.768{col 65}{space 4}-2.861261{col 78}{space 3} 2.112198
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.7715936{col 37}{space 2}  .284417{col 48}{space 1}   -2.71{col 57}{space 3}0.007{col 65}{space 4}-1.329041{col 78}{space 3}-.2141465
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0058651{col 37}{space 2} .0572139{col 48}{space 1}   -0.10{col 57}{space 3}0.918{col 65}{space 4}-.1180022{col 78}{space 3}  .106272
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0772631{col 37}{space 2} .2384446{col 48}{space 1}    0.32{col 57}{space 3}0.746{col 65}{space 4}-.3900797{col 78}{space 3}  .544606
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .0919732{col 37}{space 2} .2382607{col 48}{space 1}    0.39{col 57}{space 3}0.699{col 65}{space 4}-.3750093{col 78}{space 3} .5589556
{txt}{space 21}y4 {c |}{col 25}{res}{space 2}  .296768{col 37}{space 2} .2557863{col 48}{space 1}    1.16{col 57}{space 3}0.246{col 65}{space 4}-.2045639{col 78}{space 3}    .7981
{txt}{space 21}y5 {c |}{col 25}{res}{space 2}  .238982{col 37}{space 2} .2468937{col 48}{space 1}    0.97{col 57}{space 3}0.333{col 65}{space 4}-.2449208{col 78}{space 3} .7228848
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2708917{col 37}{space 2} .2461035{col 48}{space 1}    1.10{col 57}{space 3}0.271{col 65}{space 4}-.2114622{col 78}{space 3} .7532457
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.309089{col 37}{space 2} .2412497{col 48}{space 1}    5.43{col 57}{space 3}0.000{col 65}{space 4} .8362487{col 78}{space 3}  1.78193
{txt}{space 13}voluntaryb {c |}{col 25}{res}{space 2} 1.406678{col 37}{space 2} 4.628673{col 48}{space 1}    0.30{col 57}{space 3}0.761{col 65}{space 4}-7.665354{col 78}{space 3} 10.47871
{txt}{space 3}volabove15_los15pctb {c |}{col 25}{res}{space 2}-8.109459{col 37}{space 2} 4.252212{col 48}{space 1}   -1.91{col 57}{space 3}0.057{col 65}{space 4}-16.44364{col 78}{space 3}  .224723
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .9003982{col 37}{space 2} .5241166{col 48}{space 1}    1.72{col 57}{space 3}0.086{col 65}{space 4}-.1268516{col 78}{space 3} 1.927648
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .4606745{col 37}{space 2} .3344844{col 48}{space 1}    1.38{col 57}{space 3}0.168{col 65}{space 4}-.1949029{col 78}{space 3} 1.116252
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2} .0290507{col 37}{space 2} .0854332{col 48}{space 1}    0.34{col 57}{space 3}0.734{col 65}{space 4}-.1383952{col 78}{space 3} .1964967
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0056869{col 37}{space 2} .0062539{col 48}{space 1}   -0.91{col 57}{space 3}0.363{col 65}{space 4}-.0179443{col 78}{space 3} .0065705
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-.6612652{col 37}{space 2} 2.134477{col 48}{space 1}   -0.31{col 57}{space 3}0.757{col 65}{space 4}-4.844763{col 78}{space 3} 3.522233
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.255618{col 37}{space 2} .5092327{col 48}{space 1}   -2.47{col 57}{space 3}0.014{col 65}{space 4}-2.253695{col 78}{space 3}-.2575398
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0468603{col 37}{space 2} .0899617{col 48}{space 1}   -0.52{col 57}{space 3}0.602{col 65}{space 4} -.223182{col 78}{space 3} .1294613
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .2325175{col 37}{space 2} .6806682{col 48}{space 1}    0.34{col 57}{space 3}0.733{col 65}{space 4}-1.101568{col 78}{space 3} 1.566603
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .3717217{col 37}{space 2} .8903382{col 48}{space 1}    0.42{col 57}{space 3}0.676{col 65}{space 4}-1.373309{col 78}{space 3} 2.116753
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.2877719{col 37}{space 2} .4673578{col 48}{space 1}   -0.62{col 57}{space 3}0.538{col 65}{space 4}-1.203776{col 78}{space 3} .6282326
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}.65099972
{txt}Iteration 2:  Tolerance = {res}.11006639
{txt}Iteration 3:  Tolerance = {res}.03232671
{txt}Iteration 4:  Tolerance = {res}.00755331
{txt}Iteration 5:  Tolerance = {res}.00373957
{txt}Iteration 6:  Tolerance = {res}.00172451
{txt}Iteration 7:  Tolerance = {res}.00087193
{txt}Iteration 8:  Tolerance = {res}.00042461
{txt}Iteration 9:  Tolerance = {res}.00020124
{txt}Iteration 10: Tolerance = {res}.00009364
{txt}Iteration 11: Tolerance = {res}.00004296
{txt}Iteration 12: Tolerance = {res}.0000195
{txt}Iteration 13: Tolerance = {res}8.780e-06
{txt}Iteration 14: Tolerance = {res}3.928e-06
{txt}Iteration 15: Tolerance = {res}1.749e-06
{txt}Iteration 16: Tolerance = {res}7.759e-07

{txt}GEE population-averaged model{col 54}{txt}{lalign 16:Number of obs} = {res}{ralign 6:540}
{txt}Group and time vars: {res}a_id fy{txt}{col 54}{txt}{lalign 16:Number of groups} = {res}{ralign 6:94}
{txt}Family: {lalign 8:Binomial}{col 54}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 54}{ralign 16:min} = {res}{ralign 6:1}
{txt}Correlation: {res}unstructured{txt}{col 54}{ralign 16:avg} = {res}{ralign 6:5.7}
{txt}{col 54}{ralign 16:max} = {res}{ralign 6:7}
{txt}{col 54}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 6:402.71}
{txt}Scale parameter = {res}1{txt}{col 54}{txt}{lalign 16:Prob > chi2} = {res}{ralign 6:0.0000}

{txt}{ralign 89:(Std. err. adjusted for clustering on {res:a_id})}
{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 25}{c |}{col 37}  Semirobust
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 14}voluntary {c |}{col 25}{res}{space 2} 3.172659{col 37}{space 2} 1.804065{col 48}{space 1}    1.76{col 57}{space 3}0.079{col 65}{space 4}-.3632427{col 78}{space 3} 6.708561
{txt}{space 11}volh4_intrct {c |}{col 25}{res}{space 2}-2.309759{col 37}{space 2} 2.523712{col 48}{space 1}   -0.92{col 57}{space 3}0.360{col 65}{space 4}-7.256144{col 78}{space 3} 2.636626
{txt}{space 4}volabove15_los15pct {c |}{col 25}{res}{space 2}-.3300247{col 37}{space 2} 1.047856{col 48}{space 1}   -0.31{col 57}{space 3}0.753{col 65}{space 4}-2.383785{col 78}{space 3} 1.723735
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2} -.018217{col 37}{space 2} .0934019{col 48}{space 1}   -0.20{col 57}{space 3}0.845{col 65}{space 4}-.2012814{col 78}{space 3} .1648475
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2}  .317448{col 37}{space 2} .2683083{col 48}{space 1}    1.18{col 57}{space 3}0.237{col 65}{space 4}-.2084266{col 78}{space 3} .8433227
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2}-.3839151{col 37}{space 2} .2806963{col 48}{space 1}   -1.37{col 57}{space 3}0.171{col 65}{space 4}-.9340698{col 78}{space 3} .1662395
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2}    .0399{col 37}{space 2} .0291816{col 48}{space 1}    1.37{col 57}{space 3}0.172{col 65}{space 4}-.0172949{col 78}{space 3} .0970948
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0013542{col 37}{space 2} .0016352{col 48}{space 1}    0.83{col 57}{space 3}0.408{col 65}{space 4}-.0018509{col 78}{space 3} .0045592
{txt}{space 16}accrate {c |}{col 25}{res}{space 2}-.0602146{col 37}{space 2} .5362366{col 48}{space 1}   -0.11{col 57}{space 3}0.911{col 65}{space 4}-1.111219{col 78}{space 3} .9907897
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.8706675{col 37}{space 2} .1635787{col 48}{space 1}   -5.32{col 57}{space 3}0.000{col 65}{space 4}-1.191276{col 78}{space 3}-.5500592
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0116097{col 37}{space 2} .0267823{col 48}{space 1}   -0.43{col 57}{space 3}0.665{col 65}{space 4} -.064102{col 78}{space 3} .0408825
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0688018{col 37}{space 2} .0746236{col 48}{space 1}    0.92{col 57}{space 3}0.357{col 65}{space 4}-.0774577{col 78}{space 3} .2150613
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .1002942{col 37}{space 2} .1025138{col 48}{space 1}    0.98{col 57}{space 3}0.328{col 65}{space 4}-.1006291{col 78}{space 3} .3012175
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .3124525{col 37}{space 2} .1159399{col 48}{space 1}    2.69{col 57}{space 3}0.007{col 65}{space 4} .0852144{col 78}{space 3} .5396906
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2388447{col 37}{space 2}  .105335{col 48}{space 1}    2.27{col 57}{space 3}0.023{col 65}{space 4} .0323918{col 78}{space 3} .4452976
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2718108{col 37}{space 2}  .104688{col 48}{space 1}    2.60{col 57}{space 3}0.009{col 65}{space 4} .0666261{col 78}{space 3} .4769956
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.297053{col 37}{space 2} .0989784{col 48}{space 1}   13.10{col 57}{space 3}0.000{col 65}{space 4} 1.103059{col 78}{space 3} 1.491047
{txt}{space 13}voluntaryb {c |}{col 25}{res}{space 2}-.3487194{col 37}{space 2}  2.80227{col 48}{space 1}   -0.12{col 57}{space 3}0.901{col 65}{space 4}-5.841069{col 78}{space 3}  5.14363
{txt}{space 3}volabove15_los15pctb {c |}{col 25}{res}{space 2}-7.623417{col 37}{space 2} 2.291015{col 48}{space 1}   -3.33{col 57}{space 3}0.001{col 65}{space 4}-12.11372{col 78}{space 3} -3.13311
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .9223394{col 37}{space 2} .4087111{col 48}{space 1}    2.26{col 57}{space 3}0.024{col 65}{space 4} .1212803{col 78}{space 3} 1.723399
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .3769937{col 37}{space 2} .2869098{col 48}{space 1}    1.31{col 57}{space 3}0.189{col 65}{space 4}-.1853391{col 78}{space 3} .9393266
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2} .0342893{col 37}{space 2} .0612111{col 48}{space 1}    0.56{col 57}{space 3}0.575{col 65}{space 4}-.0856822{col 78}{space 3} .1542607
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0055114{col 37}{space 2}  .002906{col 48}{space 1}   -1.90{col 57}{space 3}0.058{col 65}{space 4}-.0112071{col 78}{space 3} .0001843
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2} -1.06245{col 37}{space 2} 1.249943{col 48}{space 1}   -0.85{col 57}{space 3}0.395{col 65}{space 4}-3.512293{col 78}{space 3} 1.387393
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.086243{col 37}{space 2} .3343992{col 48}{space 1}   -3.25{col 57}{space 3}0.001{col 65}{space 4}-1.741654{col 78}{space 3}-.4308331
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0395195{col 37}{space 2}  .061585{col 48}{space 1}   -0.64{col 57}{space 3}0.521{col 65}{space 4}-.1602238{col 78}{space 3} .0811849
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .0822923{col 37}{space 2} .3855882{col 48}{space 1}    0.21{col 57}{space 3}0.831{col 65}{space 4}-.6734467{col 78}{space 3} .8380313
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .3943639{col 37}{space 2} .4714881{col 48}{space 1}    0.84{col 57}{space 3}0.403{col 65}{space 4}-.5297357{col 78}{space 3} 1.318464
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.2150119{col 37}{space 2} .3020558{col 48}{space 1}   -0.71{col 57}{space 3}0.477{col 65}{space 4}-.8070304{col 78}{space 3} .3770067
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}


{col 15}QIC and QIC_u
___________________________________________
{col 1}Corr =                  {res}uns
{txt}{col 1}Family =                {res}bin
{txt}{col 1}Link =               {res}probit
{txt}{col 1}p =         {res}             29
{txt}{col 1}Trace =     {res}          9.790
{txt}{col 1}QIC =       {res}        588.323
{txt}{col 1}QIC_u =     {res}        626.744
{txt}___________________________________________
({res}est7{txt} stored)

{com}. *
. estadd scalar qic = r(qic)

{txt}added scalar:
                e(qic) =  {res}588.32273
{txt}
{com}. 
. eststo: calculate 1-(r(p)-r(qic))/(1-$qic_null)
.19528042
{txt}({res}est8{txt} stored)

{com}. estadd scalar pseudor = r(result)

{txt}added scalar:
            e(pseudor) =  {res}.19528042
{txt}
{com}. *
. *
. ******************************************************************************************************************************************************************************
. 
. * [MODELS 13 - 16, FIGURES 3C - 6C] AGGREGATE INVOLUNTARY TURNOVER MODELS 
. *
. gen involh2_intrct = involuntary*involabove15_los15pct
{txt}(2 missing values generated)

{com}. gen involh3_intrct = involuntary*cio5
{txt}(7 missing values generated)

{com}. gen involh4_intrct = involuntary*activityno_permil_pct
{txt}
{com}. *
. *
. * [MODEL 13, FIGURE 3C] H1 BASELINE HYPOTHESIS
. eststo: qic delay_pct involuntary involabove15_los15pct cio5 activityno_permil_pct lnitemp lnprojsize projects_no accrate  newprojects_pct  cio_tenure y1-y7 involuntaryb involabove15_los15pctb  activityno_permil_pctb lnitempb lnprojsizeb projects_nob accrateb newprojects_pctb cio_tenureb   dmeratio_totalspending dmeratio_totalspendingb  , i(a_id) t(fy) fam(bin) link(probit) corr(uns)
{txt}note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}4.194e-06
{txt}Iteration 2:  Tolerance = {res}3.154e-07

{txt}GEE population-averaged model{col 52}{txt}{lalign 16:Number of obs} = {res}{ralign 8:540}
{txt}Group variable: {res}a_id{txt}{col 52}{txt}{lalign 16:Number of groups} = {res}{ralign 8:94}
{txt}Family: {lalign 8:Binomial}{col 52}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 52}{ralign 16:min} = {res}{ralign 8:1}
{txt}Correlation: {res}independent{txt}{col 52}{ralign 16:avg} = {res}{ralign 8:5.7}
{txt}{col 52}{ralign 16:max} = {res}{ralign 8:7}
{txt}{col 52}{txt}{lalign 16:Wald chi2({res:27})} = {res}{ralign 8:70.93}
{txt}Scale parameter = {res}1{txt}{col 52}{txt}{lalign 16:Prob > chi2} = {res}{ralign 8:0.0000}

{txt}Pearson chi2({res:540}){col 21} = {res}{ralign 8:164.29}{txt}{col 52}{lalign 16:Deviance} = {res}{ralign 8:178.51}
{txt}Dispersion (Pearson){col 21} = {res}{ralign 8:.3042439}{col 52}{txt}{lalign 16:Dispersion} = {res}{ralign 8:.3305823}

{txt}{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  Std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}involuntary {c |}{col 25}{res}{space 2}-3.731585{col 37}{space 2} 7.938646{col 48}{space 1}   -0.47{col 57}{space 3}0.638{col 65}{space 4}-19.29105{col 78}{space 3} 11.82788
{txt}{space 2}involabove15_los15pct {c |}{col 25}{res}{space 2}-9.630031{col 37}{space 2} 27.22683{col 48}{space 1}   -0.35{col 57}{space 3}0.724{col 65}{space 4}-62.99363{col 78}{space 3} 43.73357
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.0308845{col 37}{space 2} .1881372{col 48}{space 1}   -0.16{col 57}{space 3}0.870{col 65}{space 4}-.3996268{col 78}{space 3} .3378577
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .2664387{col 37}{space 2} .3348707{col 48}{space 1}    0.80{col 57}{space 3}0.426{col 65}{space 4}-.3898958{col 78}{space 3} .9227732
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2}-.4422878{col 37}{space 2} .3256157{col 48}{space 1}   -1.36{col 57}{space 3}0.174{col 65}{space 4}-1.080483{col 78}{space 3} .1959073
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0515007{col 37}{space 2} .0546446{col 48}{space 1}    0.94{col 57}{space 3}0.346{col 65}{space 4}-.0556007{col 78}{space 3} .1586021
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0012662{col 37}{space 2} .0048353{col 48}{space 1}    0.26{col 57}{space 3}0.793{col 65}{space 4}-.0082109{col 78}{space 3} .0107433
{txt}{space 16}accrate {c |}{col 25}{res}{space 2} .0246728{col 37}{space 2} 1.220091{col 48}{space 1}    0.02{col 57}{space 3}0.984{col 65}{space 4}-2.366661{col 78}{space 3} 2.416006
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.7649738{col 37}{space 2} .2831205{col 48}{space 1}   -2.70{col 57}{space 3}0.007{col 65}{space 4} -1.31988{col 78}{space 3}-.2100679
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0046496{col 37}{space 2} .0568487{col 48}{space 1}   -0.08{col 57}{space 3}0.935{col 65}{space 4}-.1160709{col 78}{space 3} .1067717
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0679477{col 37}{space 2} .2374372{col 48}{space 1}    0.29{col 57}{space 3}0.775{col 65}{space 4}-.3974207{col 78}{space 3} .5333161
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .0931925{col 37}{space 2} .2357893{col 48}{space 1}    0.40{col 57}{space 3}0.693{col 65}{space 4} -.368946{col 78}{space 3} .5553311
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .2872728{col 37}{space 2} .2530425{col 48}{space 1}    1.14{col 57}{space 3}0.256{col 65}{space 4}-.2086813{col 78}{space 3}  .783227
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2405519{col 37}{space 2} .2448062{col 48}{space 1}    0.98{col 57}{space 3}0.326{col 65}{space 4}-.2392594{col 78}{space 3} .7203632
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2532908{col 37}{space 2} .2425065{col 48}{space 1}    1.04{col 57}{space 3}0.296{col 65}{space 4}-.2220132{col 78}{space 3} .7285948
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.262179{col 37}{space 2} .2373095{col 48}{space 1}    5.32{col 57}{space 3}0.000{col 65}{space 4} .7970607{col 78}{space 3} 1.727297
{txt}{space 11}involuntaryb {c |}{col 25}{res}{space 2} 6.449482{col 37}{space 2} 11.75064{col 48}{space 1}    0.55{col 57}{space 3}0.583{col 65}{space 4}-16.58134{col 78}{space 3}  29.4803
{txt}{space 1}involabove15_los15pctb {c |}{col 25}{res}{space 2} -3.16563{col 37}{space 2} 46.99368{col 48}{space 1}   -0.07{col 57}{space 3}0.946{col 65}{space 4}-95.27154{col 78}{space 3} 88.94028
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .8547028{col 37}{space 2} .5105459{col 48}{space 1}    1.67{col 57}{space 3}0.094{col 65}{space 4}-.1459488{col 78}{space 3} 1.855354
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2}  .487761{col 37}{space 2} .3322513{col 48}{space 1}    1.47{col 57}{space 3}0.142{col 65}{space 4}-.1634395{col 78}{space 3} 1.138962
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2}-.0100885{col 37}{space 2}   .08519{col 48}{space 1}   -0.12{col 57}{space 3}0.906{col 65}{space 4}-.1770578{col 78}{space 3} .1568807
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0043965{col 37}{space 2} .0061604{col 48}{space 1}   -0.71{col 57}{space 3}0.475{col 65}{space 4}-.0164707{col 78}{space 3} .0076776
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-1.429672{col 37}{space 2} 2.037628{col 48}{space 1}   -0.70{col 57}{space 3}0.483{col 65}{space 4}-5.423349{col 78}{space 3} 2.564005
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.108558{col 37}{space 2} .5000136{col 48}{space 1}   -2.22{col 57}{space 3}0.027{col 65}{space 4}-2.088567{col 78}{space 3}-.1285492
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0468679{col 37}{space 2} .0904144{col 48}{space 1}   -0.52{col 57}{space 3}0.604{col 65}{space 4}-.2240769{col 78}{space 3} .1303411
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .1615647{col 37}{space 2} .6683456{col 48}{space 1}    0.24{col 57}{space 3}0.809{col 65}{space 4}-1.148369{col 78}{space 3} 1.471498
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .4513601{col 37}{space 2} .8815125{col 48}{space 1}    0.51{col 57}{space 3}0.609{col 65}{space 4}-1.276373{col 78}{space 3} 2.179093
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.5116591{col 37}{space 2} .4739876{col 48}{space 1}   -1.08{col 57}{space 3}0.280{col 65}{space 4}-1.440658{col 78}{space 3} .4173395
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}3.5175991
{txt}Iteration 2:  Tolerance = {res}.22621891
{txt}Iteration 3:  Tolerance = {res}.06566132
{txt}Iteration 4:  Tolerance = {res}.0539415
{txt}Iteration 5:  Tolerance = {res}.02325457
{txt}Iteration 6:  Tolerance = {res}.0092389
{txt}Iteration 7:  Tolerance = {res}.00349145
{txt}Iteration 8:  Tolerance = {res}.00122412
{txt}Iteration 9:  Tolerance = {res}.00055317
{txt}Iteration 10: Tolerance = {res}.00032341
{txt}Iteration 11: Tolerance = {res}.00018058
{txt}Iteration 12: Tolerance = {res}.00009772
{txt}Iteration 13: Tolerance = {res}.00005169
{txt}Iteration 14: Tolerance = {res}.00002688
{txt}Iteration 15: Tolerance = {res}.00001379
{txt}Iteration 16: Tolerance = {res}7.003e-06
{txt}Iteration 17: Tolerance = {res}3.524e-06
{txt}Iteration 18: Tolerance = {res}1.761e-06
{txt}Iteration 19: Tolerance = {res}8.741e-07

{txt}GEE population-averaged model{col 54}{txt}{lalign 16:Number of obs} = {res}{ralign 6:540}
{txt}Group and time vars: {res}a_id fy{txt}{col 54}{txt}{lalign 16:Number of groups} = {res}{ralign 6:94}
{txt}Family: {lalign 8:Binomial}{col 54}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 54}{ralign 16:min} = {res}{ralign 6:1}
{txt}Correlation: {res}unstructured{txt}{col 54}{ralign 16:avg} = {res}{ralign 6:5.7}
{txt}{col 54}{ralign 16:max} = {res}{ralign 6:7}
{txt}{col 54}{txt}{lalign 16:Wald chi2({res:27})} = {res}{ralign 6:330.76}
{txt}Scale parameter = {res}1{txt}{col 54}{txt}{lalign 16:Prob > chi2} = {res}{ralign 6:0.0000}

{txt}{ralign 89:(Std. err. adjusted for clustering on {res:a_id})}
{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 25}{c |}{col 37}  Semirobust
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}involuntary {c |}{col 25}{res}{space 2}-3.327305{col 37}{space 2} 2.946507{col 48}{space 1}   -1.13{col 57}{space 3}0.259{col 65}{space 4}-9.102352{col 78}{space 3} 2.447742
{txt}{space 2}involabove15_los15pct {c |}{col 25}{res}{space 2} 2.458767{col 37}{space 2} 11.81075{col 48}{space 1}    0.21{col 57}{space 3}0.835{col 65}{space 4}-20.68988{col 78}{space 3} 25.60742
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.0619108{col 37}{space 2} .0972908{col 48}{space 1}   -0.64{col 57}{space 3}0.525{col 65}{space 4}-.2525973{col 78}{space 3} .1287757
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .2396971{col 37}{space 2} .2221233{col 48}{space 1}    1.08{col 57}{space 3}0.281{col 65}{space 4}-.1956564{col 78}{space 3} .6750507
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2}-.4048955{col 37}{space 2} .3076178{col 48}{space 1}   -1.32{col 57}{space 3}0.188{col 65}{space 4}-1.007815{col 78}{space 3} .1980243
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0310855{col 37}{space 2} .0300028{col 48}{space 1}    1.04{col 57}{space 3}0.300{col 65}{space 4}-.0277189{col 78}{space 3} .0898898
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0012736{col 37}{space 2} .0016426{col 48}{space 1}    0.78{col 57}{space 3}0.438{col 65}{space 4}-.0019459{col 78}{space 3}  .004493
{txt}{space 16}accrate {c |}{col 25}{res}{space 2}  .381559{col 37}{space 2} .6283441{col 48}{space 1}    0.61{col 57}{space 3}0.544{col 65}{space 4}-.8499728{col 78}{space 3} 1.613091
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2} -.790989{col 37}{space 2}  .175193{col 48}{space 1}   -4.51{col 57}{space 3}0.000{col 65}{space 4}-1.134361{col 78}{space 3}-.4476169
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0150021{col 37}{space 2} .0274858{col 48}{space 1}   -0.55{col 57}{space 3}0.585{col 65}{space 4}-.0688732{col 78}{space 3}  .038869
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0456345{col 37}{space 2} .0774646{col 48}{space 1}    0.59{col 57}{space 3}0.556{col 65}{space 4}-.1061932{col 78}{space 3} .1974623
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .0913251{col 37}{space 2} .0993675{col 48}{space 1}    0.92{col 57}{space 3}0.358{col 65}{space 4}-.1034317{col 78}{space 3} .2860819
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .3237393{col 37}{space 2} .1148939{col 48}{space 1}    2.82{col 57}{space 3}0.005{col 65}{space 4} .0985513{col 78}{space 3} .5489272
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2392802{col 37}{space 2} .1025385{col 48}{space 1}    2.33{col 57}{space 3}0.020{col 65}{space 4} .0383085{col 78}{space 3} .4402519
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2310467{col 37}{space 2} .1105723{col 48}{space 1}    2.09{col 57}{space 3}0.037{col 65}{space 4}  .014329{col 78}{space 3} .4477644
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.231617{col 37}{space 2} .1022053{col 48}{space 1}   12.05{col 57}{space 3}0.000{col 65}{space 4} 1.031298{col 78}{space 3} 1.431936
{txt}{space 11}involuntaryb {c |}{col 25}{res}{space 2}   7.3837{col 37}{space 2} 5.435803{col 48}{space 1}    1.36{col 57}{space 3}0.174{col 65}{space 4}-3.270279{col 78}{space 3} 18.03768
{txt}{space 1}involabove15_los15pctb {c |}{col 25}{res}{space 2}-19.23996{col 37}{space 2} 29.05161{col 48}{space 1}   -0.66{col 57}{space 3}0.508{col 65}{space 4}-76.18006{col 78}{space 3} 37.70015
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .8047978{col 37}{space 2} .3935487{col 48}{space 1}    2.04{col 57}{space 3}0.041{col 65}{space 4} .0334565{col 78}{space 3} 1.576139
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .4446658{col 37}{space 2} .3175665{col 48}{space 1}    1.40{col 57}{space 3}0.161{col 65}{space 4}-.1777531{col 78}{space 3} 1.067085
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2} .0066063{col 37}{space 2} .0696539{col 48}{space 1}    0.09{col 57}{space 3}0.924{col 65}{space 4}-.1299129{col 78}{space 3} .1431255
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0038223{col 37}{space 2} .0026599{col 48}{space 1}   -1.44{col 57}{space 3}0.151{col 65}{space 4}-.0090355{col 78}{space 3} .0013909
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-2.044924{col 37}{space 2} 1.452002{col 48}{space 1}   -1.41{col 57}{space 3}0.159{col 65}{space 4}-4.890794{col 78}{space 3} .8009469
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.066728{col 37}{space 2} .3755204{col 48}{space 1}   -2.84{col 57}{space 3}0.005{col 65}{space 4}-1.802734{col 78}{space 3}-.3307215
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0185494{col 37}{space 2} .0628499{col 48}{space 1}   -0.30{col 57}{space 3}0.768{col 65}{space 4}-.1417329{col 78}{space 3} .1046341
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2}-.0424662{col 37}{space 2} .3948138{col 48}{space 1}   -0.11{col 57}{space 3}0.914{col 65}{space 4}-.8162871{col 78}{space 3} .7313546
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .3630645{col 37}{space 2} .5043325{col 48}{space 1}    0.72{col 57}{space 3}0.472{col 65}{space 4}-.6254089{col 78}{space 3} 1.351538
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.4107655{col 37}{space 2} .3912751{col 48}{space 1}   -1.05{col 57}{space 3}0.294{col 65}{space 4}-1.177651{col 78}{space 3} .3561196
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}


{col 15}QIC and QIC_u
___________________________________________
{col 1}Corr =                  {res}uns
{txt}{col 1}Family =                {res}bin
{txt}{col 1}Link =               {res}probit
{txt}{col 1}p =         {res}             28
{txt}{col 1}Trace =     {res}         10.320
{txt}{col 1}QIC =       {res}        596.193
{txt}{col 1}QIC_u =     {res}        631.553
{txt}___________________________________________
({res}est9{txt} stored)

{com}. *
. estadd scalar qic = r(qic)

{txt}added scalar:
                e(qic) =  {res}596.19328
{txt}
{com}. 
. eststo: calculate 1-(r(p)-r(qic))/(1-$qic_null)
.18251802
{txt}({res}est10{txt} stored)

{com}. estadd scalar pseudor = r(result)

{txt}added scalar:
            e(pseudor) =  {res}.18251802
{txt}
{com}. *
. *
. 
. * [MODEL 14, FIGURE 4C] H2 
. eststo: qic delay_pct involuntary involh2_intrct involabove15_los15pct cio5 activityno_permil_pct lnitemp lnprojsize projects_no accrate  newprojects_pct  cio_tenure y1-y7 involuntaryb involabove15_los15pctb  activityno_permil_pctb lnitempb lnprojsizeb projects_nob accrateb newprojects_pctb cio_tenureb   dmeratio_totalspending dmeratio_totalspendingb  , i(a_id) t(fy) fam(bin) link(probit) corr(uns)
{txt}note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}2.371e-06
{txt}Iteration 2:  Tolerance = {res}5.802e-07

{txt}GEE population-averaged model{col 52}{txt}{lalign 16:Number of obs} = {res}{ralign 8:540}
{txt}Group variable: {res}a_id{txt}{col 52}{txt}{lalign 16:Number of groups} = {res}{ralign 8:94}
{txt}Family: {lalign 8:Binomial}{col 52}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 52}{ralign 16:min} = {res}{ralign 8:1}
{txt}Correlation: {res}independent{txt}{col 52}{ralign 16:avg} = {res}{ralign 8:5.7}
{txt}{col 52}{ralign 16:max} = {res}{ralign 8:7}
{txt}{col 52}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 8:71.14}
{txt}Scale parameter = {res}1{txt}{col 52}{txt}{lalign 16:Prob > chi2} = {res}{ralign 8:0.0000}

{txt}Pearson chi2({res:540}){col 21} = {res}{ralign 8:164.71}{txt}{col 52}{lalign 16:Deviance} = {res}{ralign 8:178.23}
{txt}Dispersion (Pearson){col 21} = {res}{ralign 8:.3050216}{col 52}{txt}{lalign 16:Dispersion} = {res}{ralign 8:.3300519}

{txt}{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  Std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}involuntary {c |}{col 25}{res}{space 2}-5.693492{col 37}{space 2} 9.013267{col 48}{space 1}   -0.63{col 57}{space 3}0.528{col 65}{space 4}-23.35917{col 78}{space 3} 11.97219
{txt}{space 9}involh2_intrct {c |}{col 25}{res}{space 2} 230.1949{col 37}{space 2} 420.2605{col 48}{space 1}    0.55{col 57}{space 3}0.584{col 65}{space 4}-593.5005{col 78}{space 3}  1053.89
{txt}{space 2}involabove15_los15pct {c |}{col 25}{res}{space 2}-18.53491{col 37}{space 2} 31.91009{col 48}{space 1}   -0.58{col 57}{space 3}0.561{col 65}{space 4}-81.07754{col 78}{space 3} 44.00773
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.0235324{col 37}{space 2} .1885648{col 48}{space 1}   -0.12{col 57}{space 3}0.901{col 65}{space 4}-.3931127{col 78}{space 3} .3460479
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .2678138{col 37}{space 2} .3351933{col 48}{space 1}    0.80{col 57}{space 3}0.424{col 65}{space 4}-.3891529{col 78}{space 3} .9247806
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2}-.4495643{col 37}{space 2} .3266867{col 48}{space 1}   -1.38{col 57}{space 3}0.169{col 65}{space 4}-1.089858{col 78}{space 3} .1907299
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2}  .051704{col 37}{space 2} .0546809{col 48}{space 1}    0.95{col 57}{space 3}0.344{col 65}{space 4}-.0554687{col 78}{space 3} .1588766
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0012387{col 37}{space 2} .0048377{col 48}{space 1}    0.26{col 57}{space 3}0.798{col 65}{space 4} -.008243{col 78}{space 3} .0107203
{txt}{space 16}accrate {c |}{col 25}{res}{space 2}-.0167041{col 37}{space 2} 1.222862{col 48}{space 1}   -0.01{col 57}{space 3}0.989{col 65}{space 4} -2.41347{col 78}{space 3} 2.380062
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.7638421{col 37}{space 2} .2833089{col 48}{space 1}   -2.70{col 57}{space 3}0.007{col 65}{space 4}-1.319117{col 78}{space 3}-.2085669
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0047344{col 37}{space 2} .0568975{col 48}{space 1}   -0.08{col 57}{space 3}0.934{col 65}{space 4}-.1162515{col 78}{space 3} .1067826
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0699411{col 37}{space 2} .2375387{col 48}{space 1}    0.29{col 57}{space 3}0.768{col 65}{space 4}-.3956263{col 78}{space 3} .5355085
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .0936774{col 37}{space 2} .2358597{col 48}{space 1}    0.40{col 57}{space 3}0.691{col 65}{space 4} -.368599{col 78}{space 3} .5559539
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .2747755{col 37}{space 2} .2541263{col 48}{space 1}    1.08{col 57}{space 3}0.280{col 65}{space 4} -.223303{col 78}{space 3}  .772854
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2384617{col 37}{space 2}   .24495{col 48}{space 1}    0.97{col 57}{space 3}0.330{col 65}{space 4}-.2416314{col 78}{space 3} .7185548
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2538909{col 37}{space 2} .2425303{col 48}{space 1}    1.05{col 57}{space 3}0.295{col 65}{space 4}-.2214597{col 78}{space 3} .7292416
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.265284{col 37}{space 2} .2374928{col 48}{space 1}    5.33{col 57}{space 3}0.000{col 65}{space 4} .7998062{col 78}{space 3} 1.730761
{txt}{space 11}involuntaryb {c |}{col 25}{res}{space 2} 6.379289{col 37}{space 2} 11.81058{col 48}{space 1}    0.54{col 57}{space 3}0.589{col 65}{space 4}-16.76903{col 78}{space 3} 29.52761
{txt}{space 1}involabove15_los15pctb {c |}{col 25}{res}{space 2} 2.176565{col 37}{space 2} 47.58229{col 48}{space 1}    0.05{col 57}{space 3}0.964{col 65}{space 4}-91.08302{col 78}{space 3} 95.43615
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .8574225{col 37}{space 2} .5110482{col 48}{space 1}    1.68{col 57}{space 3}0.093{col 65}{space 4}-.1442136{col 78}{space 3} 1.859059
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .4969068{col 37}{space 2} .3334632{col 48}{space 1}    1.49{col 57}{space 3}0.136{col 65}{space 4} -.156669{col 78}{space 3} 1.150483
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2}-.0106887{col 37}{space 2} .0852441{col 48}{space 1}   -0.13{col 57}{space 3}0.900{col 65}{space 4}-.1777641{col 78}{space 3} .1563866
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0044957{col 37}{space 2} .0061661{col 48}{space 1}   -0.73{col 57}{space 3}0.466{col 65}{space 4} -.016581{col 78}{space 3} .0075896
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-1.382153{col 37}{space 2} 2.039707{col 48}{space 1}   -0.68{col 57}{space 3}0.498{col 65}{space 4}-5.379906{col 78}{space 3}   2.6156
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.106142{col 37}{space 2} .5002918{col 48}{space 1}   -2.21{col 57}{space 3}0.027{col 65}{space 4}-2.086696{col 78}{space 3}-.1255878
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0475725{col 37}{space 2}  .090419{col 48}{space 1}   -0.53{col 57}{space 3}0.599{col 65}{space 4}-.2247906{col 78}{space 3} .1296455
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .1322775{col 37}{space 2}  .670511{col 48}{space 1}    0.20{col 57}{space 3}0.844{col 65}{space 4}  -1.1819{col 78}{space 3} 1.446455
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .4879893{col 37}{space 2}  .883936{col 48}{space 1}    0.55{col 57}{space 3}0.581{col 65}{space 4}-1.244493{col 78}{space 3} 2.220472
{txt}{space 18}_cons {c |}{col 25}{res}{space 2} -.516814{col 37}{space 2} .4740954{col 48}{space 1}   -1.09{col 57}{space 3}0.276{col 65}{space 4}-1.446024{col 78}{space 3}  .412396
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}3.3479601
{txt}Iteration 2:  Tolerance = {res}.11842602
{txt}Iteration 3:  Tolerance = {res}.05417356
{txt}Iteration 4:  Tolerance = {res}.01530492
{txt}Iteration 5:  Tolerance = {res}.00674359
{txt}Iteration 6:  Tolerance = {res}.00427289
{txt}Iteration 7:  Tolerance = {res}.00417205
{txt}Iteration 8:  Tolerance = {res}.00307578
{txt}Iteration 9:  Tolerance = {res}.00200109
{txt}Iteration 10: Tolerance = {res}.0012124
{txt}Iteration 11: Tolerance = {res}.0007015
{txt}Iteration 12: Tolerance = {res}.00039289
{txt}Iteration 13: Tolerance = {res}.0002147
{txt}Iteration 14: Tolerance = {res}.00011506
{txt}Iteration 15: Tolerance = {res}.00006068
{txt}Iteration 16: Tolerance = {res}.00003156
{txt}Iteration 17: Tolerance = {res}.00001623
{txt}Iteration 18: Tolerance = {res}8.252e-06
{txt}Iteration 19: Tolerance = {res}4.156e-06
{txt}Iteration 20: Tolerance = {res}2.075e-06
{txt}Iteration 21: Tolerance = {res}1.027e-06
{txt}Iteration 22: Tolerance = {res}5.039e-07

{txt}GEE population-averaged model{col 54}{txt}{lalign 16:Number of obs} = {res}{ralign 6:540}
{txt}Group and time vars: {res}a_id fy{txt}{col 54}{txt}{lalign 16:Number of groups} = {res}{ralign 6:94}
{txt}Family: {lalign 8:Binomial}{col 54}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 54}{ralign 16:min} = {res}{ralign 6:1}
{txt}Correlation: {res}unstructured{txt}{col 54}{ralign 16:avg} = {res}{ralign 6:5.7}
{txt}{col 54}{ralign 16:max} = {res}{ralign 6:7}
{txt}{col 54}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 6:467.62}
{txt}Scale parameter = {res}1{txt}{col 54}{txt}{lalign 16:Prob > chi2} = {res}{ralign 6:0.0000}

{txt}{ralign 89:(Std. err. adjusted for clustering on {res:a_id})}
{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 25}{c |}{col 37}  Semirobust
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}involuntary {c |}{col 25}{res}{space 2} -5.45469{col 37}{space 2} 3.253213{col 48}{space 1}   -1.68{col 57}{space 3}0.094{col 65}{space 4}-11.83087{col 78}{space 3} .9214905
{txt}{space 9}involh2_intrct {c |}{col 25}{res}{space 2} 185.6027{col 37}{space 2} 114.7277{col 48}{space 1}    1.62{col 57}{space 3}0.106{col 65}{space 4}-39.25953{col 78}{space 3} 410.4649
{txt}{space 2}involabove15_los15pct {c |}{col 25}{res}{space 2}-9.026737{col 37}{space 2} 16.24114{col 48}{space 1}   -0.56{col 57}{space 3}0.578{col 65}{space 4}-40.85878{col 78}{space 3} 22.80531
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.0530613{col 37}{space 2} .0996389{col 48}{space 1}   -0.53{col 57}{space 3}0.594{col 65}{space 4}-.2483499{col 78}{space 3} .1422273
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .2340496{col 37}{space 2} .2254839{col 48}{space 1}    1.04{col 57}{space 3}0.299{col 65}{space 4}-.2078906{col 78}{space 3} .6759898
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2}-.4404005{col 37}{space 2} .3031752{col 48}{space 1}   -1.45{col 57}{space 3}0.146{col 65}{space 4}-1.034613{col 78}{space 3} .1538119
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0286361{col 37}{space 2} .0303965{col 48}{space 1}    0.94{col 57}{space 3}0.346{col 65}{space 4}  -.03094{col 78}{space 3} .0882123
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0012458{col 37}{space 2} .0016999{col 48}{space 1}    0.73{col 57}{space 3}0.464{col 65}{space 4} -.002086{col 78}{space 3} .0045775
{txt}{space 16}accrate {c |}{col 25}{res}{space 2} .3405255{col 37}{space 2} .6554742{col 48}{space 1}    0.52{col 57}{space 3}0.603{col 65}{space 4}-.9441804{col 78}{space 3} 1.625231
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.7722883{col 37}{space 2} .1771817{col 48}{space 1}   -4.36{col 57}{space 3}0.000{col 65}{space 4}-1.119558{col 78}{space 3}-.4250186
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0195397{col 37}{space 2} .0280677{col 48}{space 1}   -0.70{col 57}{space 3}0.486{col 65}{space 4}-.0745514{col 78}{space 3}  .035472
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0486105{col 37}{space 2} .0776484{col 48}{space 1}    0.63{col 57}{space 3}0.531{col 65}{space 4}-.1035776{col 78}{space 3} .2007986
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .0983644{col 37}{space 2} .0990546{col 48}{space 1}    0.99{col 57}{space 3}0.321{col 65}{space 4} -.095779{col 78}{space 3} .2925078
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .3112753{col 37}{space 2} .1195612{col 48}{space 1}    2.60{col 57}{space 3}0.009{col 65}{space 4} .0769395{col 78}{space 3}  .545611
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2371654{col 37}{space 2} .1032222{col 48}{space 1}    2.30{col 57}{space 3}0.022{col 65}{space 4} .0348536{col 78}{space 3} .4394771
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2317027{col 37}{space 2} .1105035{col 48}{space 1}    2.10{col 57}{space 3}0.036{col 65}{space 4} .0151198{col 78}{space 3} .4482856
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.235054{col 37}{space 2} .1015185{col 48}{space 1}   12.17{col 57}{space 3}0.000{col 65}{space 4} 1.036082{col 78}{space 3} 1.434027
{txt}{space 11}involuntaryb {c |}{col 25}{res}{space 2} 8.620299{col 37}{space 2} 5.368232{col 48}{space 1}    1.61{col 57}{space 3}0.108{col 65}{space 4}-1.901242{col 78}{space 3} 19.14184
{txt}{space 1}involabove15_los15pctb {c |}{col 25}{res}{space 2}-7.969283{col 37}{space 2} 31.45524{col 48}{space 1}   -0.25{col 57}{space 3}0.800{col 65}{space 4}-69.62043{col 78}{space 3} 53.68186
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .8041256{col 37}{space 2} .3976253{col 48}{space 1}    2.02{col 57}{space 3}0.043{col 65}{space 4} .0247943{col 78}{space 3} 1.583457
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .4773138{col 37}{space 2} .3131809{col 48}{space 1}    1.52{col 57}{space 3}0.127{col 65}{space 4}-.1365095{col 78}{space 3} 1.091137
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2} .0120985{col 37}{space 2} .0695769{col 48}{space 1}    0.17{col 57}{space 3}0.862{col 65}{space 4}-.1242698{col 78}{space 3} .1484667
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0038287{col 37}{space 2}  .002701{col 48}{space 1}   -1.42{col 57}{space 3}0.156{col 65}{space 4}-.0091225{col 78}{space 3} .0014651
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-2.009592{col 37}{space 2} 1.469948{col 48}{space 1}   -1.37{col 57}{space 3}0.172{col 65}{space 4}-4.890638{col 78}{space 3} .8714539
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.094074{col 37}{space 2} .3762056{col 48}{space 1}   -2.91{col 57}{space 3}0.004{col 65}{space 4}-1.831423{col 78}{space 3}-.3567246
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0120249{col 37}{space 2} .0629642{col 48}{space 1}   -0.19{col 57}{space 3}0.849{col 65}{space 4}-.1354325{col 78}{space 3} .1113827
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} -.098583{col 37}{space 2} .4010583{col 48}{space 1}   -0.25{col 57}{space 3}0.806{col 65}{space 4}-.8846428{col 78}{space 3} .6874768
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .3880453{col 37}{space 2} .5071896{col 48}{space 1}    0.77{col 57}{space 3}0.444{col 65}{space 4}-.6060281{col 78}{space 3} 1.382119
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.3954471{col 37}{space 2} .3927143{col 48}{space 1}   -1.01{col 57}{space 3}0.314{col 65}{space 4}-1.165153{col 78}{space 3} .3742588
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}


{col 15}QIC and QIC_u
___________________________________________
{col 1}Corr =                  {res}uns
{txt}{col 1}Family =                {res}bin
{txt}{col 1}Link =               {res}probit
{txt}{col 1}p =         {res}             29
{txt}{col 1}Trace =     {res}         10.522
{txt}{col 1}QIC =       {res}        596.324
{txt}{col 1}QIC_u =     {res}        633.280
{txt}___________________________________________
({res}est11{txt} stored)

{com}. *
. estadd scalar qic = r(qic)

{txt}added scalar:
                e(qic) =  {res}596.32402
{txt}
{com}. 
. eststo: calculate 1-(r(p)-r(qic))/(1-$qic_null)
.18376865
{txt}({res}est12{txt} stored)

{com}. estadd scalar pseudor = r(result)

{txt}added scalar:
            e(pseudor) =  {res}.18376865
{txt}
{com}. *
. *
. 
. * [MODEL 15, FIGURE 5C] H3 
. eststo: qic delay_pct involuntary involh3_intrct involabove15_los15pct cio5 activityno_permil_pct lnitemp lnprojsize projects_no accrate  newprojects_pct  cio_tenure y1-y7 involuntaryb involabove15_los15pctb  activityno_permil_pctb lnitempb lnprojsizeb projects_nob accrateb newprojects_pctb cio_tenureb   dmeratio_totalspending dmeratio_totalspendingb  , i(a_id) t(fy) fam(bin) link(probit) corr(uns)
{txt}note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}.00002816
{txt}Iteration 2:  Tolerance = {res}2.250e-06
{txt}Iteration 3:  Tolerance = {res}3.713e-07

{txt}GEE population-averaged model{col 52}{txt}{lalign 16:Number of obs} = {res}{ralign 8:540}
{txt}Group variable: {res}a_id{txt}{col 52}{txt}{lalign 16:Number of groups} = {res}{ralign 8:94}
{txt}Family: {lalign 8:Binomial}{col 52}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 52}{ralign 16:min} = {res}{ralign 8:1}
{txt}Correlation: {res}independent{txt}{col 52}{ralign 16:avg} = {res}{ralign 8:5.7}
{txt}{col 52}{ralign 16:max} = {res}{ralign 8:7}
{txt}{col 52}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 8:70.93}
{txt}Scale parameter = {res}1{txt}{col 52}{txt}{lalign 16:Prob > chi2} = {res}{ralign 8:0.0000}

{txt}Pearson chi2({res:540}){col 21} = {res}{ralign 8:164.23}{txt}{col 52}{lalign 16:Deviance} = {res}{ralign 8:178.41}
{txt}Dispersion (Pearson){col 21} = {res}{ralign 8:.3041367}{col 52}{txt}{lalign 16:Dispersion} = {res}{ralign 8:.3303976}

{txt}{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  Std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}involuntary {c |}{col 25}{res}{space 2}-5.265529{col 37}{space 2} 9.376375{col 48}{space 1}   -0.56{col 57}{space 3}0.574{col 65}{space 4}-23.64289{col 78}{space 3} 13.11183
{txt}{space 9}involh3_intrct {c |}{col 25}{res}{space 2} 3.707302{col 37}{space 2} 11.55141{col 48}{space 1}    0.32{col 57}{space 3}0.748{col 65}{space 4}-18.93304{col 78}{space 3} 26.34764
{txt}{space 2}involabove15_los15pct {c |}{col 25}{res}{space 2} -7.59856{col 37}{space 2} 27.71594{col 48}{space 1}   -0.27{col 57}{space 3}0.784{col 65}{space 4} -61.9208{col 78}{space 3} 46.72368
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.0444829{col 37}{space 2} .1928995{col 48}{space 1}   -0.23{col 57}{space 3}0.818{col 65}{space 4} -.422559{col 78}{space 3} .3335932
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .2660268{col 37}{space 2}  .335019{col 48}{space 1}    0.79{col 57}{space 3}0.427{col 65}{space 4}-.3905985{col 78}{space 3}  .922652
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2}-.4504275{col 37}{space 2} .3268242{col 48}{space 1}   -1.38{col 57}{space 3}0.168{col 65}{space 4}-1.090991{col 78}{space 3} .1901363
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0520093{col 37}{space 2} .0547102{col 48}{space 1}    0.95{col 57}{space 3}0.342{col 65}{space 4}-.0552206{col 78}{space 3} .1592393
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0012403{col 37}{space 2} .0048365{col 48}{space 1}    0.26{col 57}{space 3}0.798{col 65}{space 4} -.008239{col 78}{space 3} .0107196
{txt}{space 16}accrate {c |}{col 25}{res}{space 2} .0475663{col 37}{space 2} 1.222103{col 48}{space 1}    0.04{col 57}{space 3}0.969{col 65}{space 4}-2.347711{col 78}{space 3} 2.442844
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.7693226{col 37}{space 2} .2835884{col 48}{space 1}   -2.71{col 57}{space 3}0.007{col 65}{space 4}-1.325146{col 78}{space 3}-.2134995
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0048805{col 37}{space 2} .0568228{col 48}{space 1}   -0.09{col 57}{space 3}0.932{col 65}{space 4}-.1162512{col 78}{space 3} .1064902
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0678331{col 37}{space 2} .2373956{col 48}{space 1}    0.29{col 57}{space 3}0.775{col 65}{space 4}-.3974536{col 78}{space 3} .5331199
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .0923202{col 37}{space 2} .2357542{col 48}{space 1}    0.39{col 57}{space 3}0.695{col 65}{space 4}-.3697495{col 78}{space 3}   .55439
{txt}{space 21}y4 {c |}{col 25}{res}{space 2}  .291232{col 37}{space 2} .2533034{col 48}{space 1}    1.15{col 57}{space 3}0.250{col 65}{space 4}-.2052336{col 78}{space 3} .7876975
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2388292{col 37}{space 2} .2448181{col 48}{space 1}    0.98{col 57}{space 3}0.329{col 65}{space 4}-.2410054{col 78}{space 3} .7186639
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2539525{col 37}{space 2} .2424381{col 48}{space 1}    1.05{col 57}{space 3}0.295{col 65}{space 4}-.2212174{col 78}{space 3} .7291224
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.260837{col 37}{space 2} .2372321{col 48}{space 1}    5.31{col 57}{space 3}0.000{col 65}{space 4} .7958703{col 78}{space 3} 1.725803
{txt}{space 11}involuntaryb {c |}{col 25}{res}{space 2} 6.524745{col 37}{space 2} 11.75518{col 48}{space 1}    0.56{col 57}{space 3}0.579{col 65}{space 4}-16.51498{col 78}{space 3} 29.56447
{txt}{space 1}involabove15_los15pctb {c |}{col 25}{res}{space 2}-3.252814{col 37}{space 2} 47.21638{col 48}{space 1}   -0.07{col 57}{space 3}0.945{col 65}{space 4}-95.79522{col 78}{space 3}  89.2896
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .8488081{col 37}{space 2} .5109715{col 48}{space 1}    1.66{col 57}{space 3}0.097{col 65}{space 4}-.1526776{col 78}{space 3} 1.850294
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .4957881{col 37}{space 2} .3334352{col 48}{space 1}    1.49{col 57}{space 3}0.137{col 65}{space 4} -.157733{col 78}{space 3} 1.149309
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2}  -.01151{col 37}{space 2} .0853585{col 48}{space 1}   -0.13{col 57}{space 3}0.893{col 65}{space 4}-.1788095{col 78}{space 3} .1557895
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0043031{col 37}{space 2} .0061679{col 48}{space 1}   -0.70{col 57}{space 3}0.485{col 65}{space 4}-.0163919{col 78}{space 3} .0077857
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-1.433768{col 37}{space 2} 2.038426{col 48}{space 1}   -0.70{col 57}{space 3}0.482{col 65}{space 4} -5.42901{col 78}{space 3} 2.561474
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.106933{col 37}{space 2} .5000961{col 48}{space 1}   -2.21{col 57}{space 3}0.027{col 65}{space 4}-2.087103{col 78}{space 3}-.1267626
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0472382{col 37}{space 2} .0904436{col 48}{space 1}   -0.52{col 57}{space 3}0.601{col 65}{space 4}-.2245044{col 78}{space 3}  .130028
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2}  .160707{col 37}{space 2} .6685107{col 48}{space 1}    0.24{col 57}{space 3}0.810{col 65}{space 4} -1.14955{col 78}{space 3} 1.470964
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .4551616{col 37}{space 2} .8817792{col 48}{space 1}    0.52{col 57}{space 3}0.606{col 65}{space 4}-1.273094{col 78}{space 3} 2.183417
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.5046224{col 37}{space 2} .4745697{col 48}{space 1}   -1.06{col 57}{space 3}0.288{col 65}{space 4}-1.434762{col 78}{space 3} .4255171
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}3.2552858
{txt}Iteration 2:  Tolerance = {res}.12391927
{txt}Iteration 3:  Tolerance = {res}.30192414
{txt}Iteration 4:  Tolerance = {res}.10435295
{txt}Iteration 5:  Tolerance = {res}.0349276
{txt}Iteration 6:  Tolerance = {res}.01194865
{txt}Iteration 7:  Tolerance = {res}.00355385
{txt}Iteration 8:  Tolerance = {res}.0011816
{txt}Iteration 9:  Tolerance = {res}.00078197
{txt}Iteration 10: Tolerance = {res}.0004753
{txt}Iteration 11: Tolerance = {res}.00028114
{txt}Iteration 12: Tolerance = {res}.00018823
{txt}Iteration 13: Tolerance = {res}.0001151
{txt}Iteration 14: Tolerance = {res}.00006672
{txt}Iteration 15: Tolerance = {res}.00003734
{txt}Iteration 16: Tolerance = {res}.00002038
{txt}Iteration 17: Tolerance = {res}.00001092
{txt}Iteration 18: Tolerance = {res}5.763e-06
{txt}Iteration 19: Tolerance = {res}3.008e-06
{txt}Iteration 20: Tolerance = {res}1.555e-06
{txt}Iteration 21: Tolerance = {res}7.974e-07

{txt}GEE population-averaged model{col 54}{txt}{lalign 16:Number of obs} = {res}{ralign 6:540}
{txt}Group and time vars: {res}a_id fy{txt}{col 54}{txt}{lalign 16:Number of groups} = {res}{ralign 6:94}
{txt}Family: {lalign 8:Binomial}{col 54}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 54}{ralign 16:min} = {res}{ralign 6:1}
{txt}Correlation: {res}unstructured{txt}{col 54}{ralign 16:avg} = {res}{ralign 6:5.7}
{txt}{col 54}{ralign 16:max} = {res}{ralign 6:7}
{txt}{col 54}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 6:340.27}
{txt}Scale parameter = {res}1{txt}{col 54}{txt}{lalign 16:Prob > chi2} = {res}{ralign 6:0.0000}

{txt}{ralign 89:(Std. err. adjusted for clustering on {res:a_id})}
{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 25}{c |}{col 37}  Semirobust
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}involuntary {c |}{col 25}{res}{space 2}-2.597697{col 37}{space 2} 3.397523{col 48}{space 1}   -0.76{col 57}{space 3}0.445{col 65}{space 4} -9.25672{col 78}{space 3} 4.061325
{txt}{space 9}involh3_intrct {c |}{col 25}{res}{space 2}-2.943692{col 37}{space 2} 3.002038{col 48}{space 1}   -0.98{col 57}{space 3}0.327{col 65}{space 4}-8.827578{col 78}{space 3} 2.940193
{txt}{space 2}involabove15_los15pct {c |}{col 25}{res}{space 2}-.9272482{col 37}{space 2} 12.50983{col 48}{space 1}   -0.07{col 57}{space 3}0.941{col 65}{space 4}-25.44607{col 78}{space 3} 23.59157
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.0494026{col 37}{space 2} .1011573{col 48}{space 1}   -0.49{col 57}{space 3}0.625{col 65}{space 4}-.2476674{col 78}{space 3} .1488621
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .2441537{col 37}{space 2} .2233769{col 48}{space 1}    1.09{col 57}{space 3}0.274{col 65}{space 4}-.1936571{col 78}{space 3} .6819644
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2}-.4049505{col 37}{space 2} .3054406{col 48}{space 1}   -1.33{col 57}{space 3}0.185{col 65}{space 4}-1.003603{col 78}{space 3} .1937021
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2}    .0303{col 37}{space 2} .0301811{col 48}{space 1}    1.00{col 57}{space 3}0.315{col 65}{space 4}-.0288539{col 78}{space 3} .0894539
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0012884{col 37}{space 2} .0016706{col 48}{space 1}    0.77{col 57}{space 3}0.441{col 65}{space 4}-.0019859{col 78}{space 3} .0045627
{txt}{space 16}accrate {c |}{col 25}{res}{space 2} .3574225{col 37}{space 2} .6459729{col 48}{space 1}    0.55{col 57}{space 3}0.580{col 65}{space 4}-.9086612{col 78}{space 3} 1.623506
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.7870155{col 37}{space 2} .1757563{col 48}{space 1}   -4.48{col 57}{space 3}0.000{col 65}{space 4}-1.131492{col 78}{space 3}-.4425396
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0161759{col 37}{space 2}  .027628{col 48}{space 1}   -0.59{col 57}{space 3}0.558{col 65}{space 4}-.0703257{col 78}{space 3} .0379739
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0464722{col 37}{space 2} .0773361{col 48}{space 1}    0.60{col 57}{space 3}0.548{col 65}{space 4}-.1051038{col 78}{space 3} .1980482
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .0932509{col 37}{space 2}   .09896{col 48}{space 1}    0.94{col 57}{space 3}0.346{col 65}{space 4}-.1007071{col 78}{space 3}  .287209
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .3196187{col 37}{space 2} .1163495{col 48}{space 1}    2.75{col 57}{space 3}0.006{col 65}{space 4} .0915779{col 78}{space 3} .5476594
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2400292{col 37}{space 2} .1024356{col 48}{space 1}    2.34{col 57}{space 3}0.019{col 65}{space 4} .0392591{col 78}{space 3} .4407993
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2305005{col 37}{space 2} .1106218{col 48}{space 1}    2.08{col 57}{space 3}0.037{col 65}{space 4} .0136858{col 78}{space 3} .4473152
{txt}{space 21}y7 {c |}{col 25}{res}{space 2}  1.23366{col 37}{space 2} .1020083{col 48}{space 1}   12.09{col 57}{space 3}0.000{col 65}{space 4} 1.033727{col 78}{space 3} 1.433592
{txt}{space 11}involuntaryb {c |}{col 25}{res}{space 2} 7.718944{col 37}{space 2} 5.364991{col 48}{space 1}    1.44{col 57}{space 3}0.150{col 65}{space 4}-2.796246{col 78}{space 3} 18.23413
{txt}{space 1}involabove15_los15pctb {c |}{col 25}{res}{space 2}-16.32344{col 37}{space 2} 29.30393{col 48}{space 1}   -0.56{col 57}{space 3}0.578{col 65}{space 4}-73.75809{col 78}{space 3} 41.11121
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .8014092{col 37}{space 2} .3943922{col 48}{space 1}    2.03{col 57}{space 3}0.042{col 65}{space 4} .0284148{col 78}{space 3} 1.574404
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .4436633{col 37}{space 2}  .315316{col 48}{space 1}    1.41{col 57}{space 3}0.159{col 65}{space 4}-.1743448{col 78}{space 3} 1.061671
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2} .0087735{col 37}{space 2} .0697346{col 48}{space 1}    0.13{col 57}{space 3}0.900{col 65}{space 4}-.1279038{col 78}{space 3} .1454508
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0038737{col 37}{space 2} .0026772{col 48}{space 1}   -1.45{col 57}{space 3}0.148{col 65}{space 4}-.0091209{col 78}{space 3} .0013736
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-2.039789{col 37}{space 2} 1.461277{col 48}{space 1}   -1.40{col 57}{space 3}0.163{col 65}{space 4}-4.903839{col 78}{space 3} .8242617
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.073366{col 37}{space 2} .3750769{col 48}{space 1}   -2.86{col 57}{space 3}0.004{col 65}{space 4}-1.808503{col 78}{space 3}-.3382289
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0152103{col 37}{space 2} .0629295{col 48}{space 1}   -0.24{col 57}{space 3}0.809{col 65}{space 4}-.1385498{col 78}{space 3} .1081293
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2}-.0515382{col 37}{space 2}  .397342{col 48}{space 1}   -0.13{col 57}{space 3}0.897{col 65}{space 4}-.8303142{col 78}{space 3} .7272378
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .3600013{col 37}{space 2} .5053658{col 48}{space 1}    0.71{col 57}{space 3}0.476{col 65}{space 4}-.6304975{col 78}{space 3}   1.3505
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.4112096{col 37}{space 2} .3924379{col 48}{space 1}   -1.05{col 57}{space 3}0.295{col 65}{space 4}-1.180374{col 78}{space 3} .3579545
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}


{col 15}QIC and QIC_u
___________________________________________
{col 1}Corr =                  {res}uns
{txt}{col 1}Family =                {res}bin
{txt}{col 1}Link =               {res}probit
{txt}{col 1}p =         {res}             29
{txt}{col 1}Trace =     {res}         10.461
{txt}{col 1}QIC =       {res}        596.634
{txt}{col 1}QIC_u =     {res}        633.712
{txt}___________________________________________
({res}est13{txt} stored)

{com}. *
. estadd scalar qic = r(qic)

{txt}added scalar:
                e(qic) =  {res}596.6341
{txt}
{com}. 
. eststo: calculate 1-(r(p)-r(qic))/(1-$qic_null)
.18332253
{txt}({res}est14{txt} stored)

{com}. estadd scalar pseudor = r(result)

{txt}added scalar:
            e(pseudor) =  {res}.18332253
{txt}
{com}. *
. *
. 
. * [MODEL 16, FIGURE 6C] H4 
. eststo: qic delay_pct involuntary involh4_intrct involabove15_los15pct cio5 activityno_permil_pct lnitemp lnprojsize projects_no accrate  newprojects_pct  cio_tenure y1-y7 involuntaryb involabove15_los15pctb  activityno_permil_pctb lnitempb lnprojsizeb projects_nob accrateb newprojects_pctb cio_tenureb   dmeratio_totalspending dmeratio_totalspendingb  , i(a_id) t(fy) fam(bin) link(probit) corr(uns)
{txt}note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}.00001564
{txt}Iteration 2:  Tolerance = {res}1.756e-06
{txt}Iteration 3:  Tolerance = {res}1.522e-07

{txt}GEE population-averaged model{col 52}{txt}{lalign 16:Number of obs} = {res}{ralign 8:540}
{txt}Group variable: {res}a_id{txt}{col 52}{txt}{lalign 16:Number of groups} = {res}{ralign 8:94}
{txt}Family: {lalign 8:Binomial}{col 52}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 52}{ralign 16:min} = {res}{ralign 8:1}
{txt}Correlation: {res}independent{txt}{col 52}{ralign 16:avg} = {res}{ralign 8:5.7}
{txt}{col 52}{ralign 16:max} = {res}{ralign 8:7}
{txt}{col 52}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 8:72.28}
{txt}Scale parameter = {res}1{txt}{col 52}{txt}{lalign 16:Prob > chi2} = {res}{ralign 8:0.0000}

{txt}Pearson chi2({res:540}){col 21} = {res}{ralign 8:162.11}{txt}{col 52}{lalign 16:Deviance} = {res}{ralign 8:176.88}
{txt}Dispersion (Pearson){col 21} = {res}{ralign 8:.3002047}{col 52}{txt}{lalign 16:Dispersion} = {res}{ralign 8:.3275486}

{txt}{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  Std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}involuntary {c |}{col 25}{res}{space 2} -14.3459{col 37}{space 2} 11.82697{col 48}{space 1}   -1.21{col 57}{space 3}0.225{col 65}{space 4}-37.52633{col 78}{space 3} 8.834539
{txt}{space 9}involh4_intrct {c |}{col 25}{res}{space 2} 30.18182{col 37}{space 2} 23.69911{col 48}{space 1}    1.27{col 57}{space 3}0.203{col 65}{space 4}-16.26759{col 78}{space 3} 76.63123
{txt}{space 2}involabove15_los15pct {c |}{col 25}{res}{space 2}-8.631492{col 37}{space 2} 27.66762{col 48}{space 1}   -0.31{col 57}{space 3}0.755{col 65}{space 4}-62.85904{col 78}{space 3} 45.59605
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.0489905{col 37}{space 2} .1893252{col 48}{space 1}   -0.26{col 57}{space 3}0.796{col 65}{space 4} -.420061{col 78}{space 3}   .32208
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .1491849{col 37}{space 2} .3469888{col 48}{space 1}    0.43{col 57}{space 3}0.667{col 65}{space 4}-.5309006{col 78}{space 3} .8292704
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2}-.4536903{col 37}{space 2} .3264465{col 48}{space 1}   -1.39{col 57}{space 3}0.165{col 65}{space 4}-1.093514{col 78}{space 3} .1861332
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0669841{col 37}{space 2} .0557827{col 48}{space 1}    1.20{col 57}{space 3}0.230{col 65}{space 4}-.0423479{col 78}{space 3} .1763162
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0008125{col 37}{space 2} .0048668{col 48}{space 1}    0.17{col 57}{space 3}0.867{col 65}{space 4}-.0087263{col 78}{space 3} .0103512
{txt}{space 16}accrate {c |}{col 25}{res}{space 2}  .014236{col 37}{space 2} 1.220746{col 48}{space 1}    0.01{col 57}{space 3}0.991{col 65}{space 4}-2.378383{col 78}{space 3} 2.406855
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.8007322{col 37}{space 2} .2847698{col 48}{space 1}   -2.81{col 57}{space 3}0.005{col 65}{space 4}-1.358871{col 78}{space 3}-.2425936
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0032445{col 37}{space 2}  .056994{col 48}{space 1}   -0.06{col 57}{space 3}0.955{col 65}{space 4}-.1149507{col 78}{space 3} .1084617
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0658741{col 37}{space 2} .2381368{col 48}{space 1}    0.28{col 57}{space 3}0.782{col 65}{space 4}-.4008656{col 78}{space 3} .5326137
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .0880685{col 37}{space 2} .2361636{col 48}{space 1}    0.37{col 57}{space 3}0.709{col 65}{space 4}-.3748036{col 78}{space 3} .5509406
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .2950726{col 37}{space 2} .2538972{col 48}{space 1}    1.16{col 57}{space 3}0.245{col 65}{space 4}-.2025568{col 78}{space 3} .7927019
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2444153{col 37}{space 2} .2453501{col 48}{space 1}    1.00{col 57}{space 3}0.319{col 65}{space 4} -.236462{col 78}{space 3} .7252926
{txt}{space 21}y6 {c |}{col 25}{res}{space 2}  .258507{col 37}{space 2} .2431913{col 48}{space 1}    1.06{col 57}{space 3}0.288{col 65}{space 4}-.2181393{col 78}{space 3} .7351532
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.269056{col 37}{space 2} .2379111{col 48}{space 1}    5.33{col 57}{space 3}0.000{col 65}{space 4} .8027591{col 78}{space 3} 1.735353
{txt}{space 11}involuntaryb {c |}{col 25}{res}{space 2} 3.975466{col 37}{space 2} 11.87599{col 48}{space 1}    0.33{col 57}{space 3}0.738{col 65}{space 4}-19.30105{col 78}{space 3} 27.25198
{txt}{space 1}involabove15_los15pctb {c |}{col 25}{res}{space 2} 4.036598{col 37}{space 2} 47.87282{col 48}{space 1}    0.08{col 57}{space 3}0.933{col 65}{space 4}-89.79241{col 78}{space 3}  97.8656
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .8823284{col 37}{space 2} .5112737{col 48}{space 1}    1.73{col 57}{space 3}0.084{col 65}{space 4}-.1197497{col 78}{space 3} 1.884406
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .4972556{col 37}{space 2}   .33308{col 48}{space 1}    1.49{col 57}{space 3}0.135{col 65}{space 4}-.1555692{col 78}{space 3}  1.15008
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2} -.025291{col 37}{space 2} .0860957{col 48}{space 1}   -0.29{col 57}{space 3}0.769{col 65}{space 4}-.1940355{col 78}{space 3} .1434536
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0037956{col 37}{space 2} .0062069{col 48}{space 1}   -0.61{col 57}{space 3}0.541{col 65}{space 4}-.0159609{col 78}{space 3} .0083697
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-1.189997{col 37}{space 2} 2.049223{col 48}{space 1}   -0.58{col 57}{space 3}0.561{col 65}{space 4}  -5.2064{col 78}{space 3} 2.826406
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.080551{col 37}{space 2} .5008091{col 48}{space 1}   -2.16{col 57}{space 3}0.031{col 65}{space 4}-2.062118{col 78}{space 3}-.0989829
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0547664{col 37}{space 2} .0909068{col 48}{space 1}   -0.60{col 57}{space 3}0.547{col 65}{space 4}-.2329404{col 78}{space 3} .1234077
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .0976003{col 37}{space 2} .6692066{col 48}{space 1}    0.15{col 57}{space 3}0.884{col 65}{space 4} -1.21402{col 78}{space 3} 1.409221
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .5288254{col 37}{space 2} .8823541{col 48}{space 1}    0.60{col 57}{space 3}0.549{col 65}{space 4}-1.200557{col 78}{space 3} 2.258208
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.4808204{col 37}{space 2} .4749857{col 48}{space 1}   -1.01{col 57}{space 3}0.311{col 65}{space 4}-1.411775{col 78}{space 3} .4501344
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}3.9674858
{txt}Iteration 2:  Tolerance = {res}.79507074
{txt}Iteration 3:  Tolerance = {res}.87683802
{txt}Iteration 4:  Tolerance = {res}.09909908
{txt}Iteration 5:  Tolerance = {res}.0307281
{txt}Iteration 6:  Tolerance = {res}.01683764
{txt}Iteration 7:  Tolerance = {res}.01461813
{txt}Iteration 8:  Tolerance = {res}.00981344
{txt}Iteration 9:  Tolerance = {res}.00590033
{txt}Iteration 10: Tolerance = {res}.00333035
{txt}Iteration 11: Tolerance = {res}.00180304
{txt}Iteration 12: Tolerance = {res}.0009472
{txt}Iteration 13: Tolerance = {res}.0004861
{txt}Iteration 14: Tolerance = {res}.00024472
{txt}Iteration 15: Tolerance = {res}.00012118
{txt}Iteration 16: Tolerance = {res}.00005912
{txt}Iteration 17: Tolerance = {res}.00002845
{txt}Iteration 18: Tolerance = {res}.00001351
{txt}Iteration 19: Tolerance = {res}6.333e-06
{txt}Iteration 20: Tolerance = {res}2.930e-06
{txt}Iteration 21: Tolerance = {res}1.337e-06
{txt}Iteration 22: Tolerance = {res}6.012e-07

{txt}GEE population-averaged model{col 54}{txt}{lalign 16:Number of obs} = {res}{ralign 6:540}
{txt}Group and time vars: {res}a_id fy{txt}{col 54}{txt}{lalign 16:Number of groups} = {res}{ralign 6:94}
{txt}Family: {lalign 8:Binomial}{col 54}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 54}{ralign 16:min} = {res}{ralign 6:1}
{txt}Correlation: {res}unstructured{txt}{col 54}{ralign 16:avg} = {res}{ralign 6:5.7}
{txt}{col 54}{ralign 16:max} = {res}{ralign 6:7}
{txt}{col 54}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 6:335.22}
{txt}Scale parameter = {res}1{txt}{col 54}{txt}{lalign 16:Prob > chi2} = {res}{ralign 6:0.0000}

{txt}{ralign 89:(Std. err. adjusted for clustering on {res:a_id})}
{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 25}{c |}{col 37}  Semirobust
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 12}involuntary {c |}{col 25}{res}{space 2}-3.021576{col 37}{space 2} 4.376794{col 48}{space 1}   -0.69{col 57}{space 3}0.490{col 65}{space 4}-11.59994{col 78}{space 3} 5.556783
{txt}{space 9}involh4_intrct {c |}{col 25}{res}{space 2}-.9352962{col 37}{space 2} 10.02352{col 48}{space 1}   -0.09{col 57}{space 3}0.926{col 65}{space 4}-20.58103{col 78}{space 3} 18.71044
{txt}{space 2}involabove15_los15pct {c |}{col 25}{res}{space 2} 2.408106{col 37}{space 2} 11.71761{col 48}{space 1}    0.21{col 57}{space 3}0.837{col 65}{space 4}-20.55798{col 78}{space 3}  25.3742
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2} -.061283{col 37}{space 2} .0982638{col 48}{space 1}   -0.62{col 57}{space 3}0.533{col 65}{space 4}-.2538764{col 78}{space 3} .1313105
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .2437065{col 37}{space 2} .2297758{col 48}{space 1}    1.06{col 57}{space 3}0.289{col 65}{space 4}-.2066459{col 78}{space 3} .6940588
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2}-.4043166{col 37}{space 2} .3076768{col 48}{space 1}   -1.31{col 57}{space 3}0.189{col 65}{space 4}-1.007352{col 78}{space 3} .1987189
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0304752{col 37}{space 2} .0318768{col 48}{space 1}    0.96{col 57}{space 3}0.339{col 65}{space 4}-.0320021{col 78}{space 3} .0929525
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0012872{col 37}{space 2} .0016771{col 48}{space 1}    0.77{col 57}{space 3}0.443{col 65}{space 4}-.0019999{col 78}{space 3} .0045743
{txt}{space 16}accrate {c |}{col 25}{res}{space 2} .3832708{col 37}{space 2} .6322932{col 48}{space 1}    0.61{col 57}{space 3}0.544{col 65}{space 4}-.8560011{col 78}{space 3} 1.622543
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.7897526{col 37}{space 2} .1742516{col 48}{space 1}   -4.53{col 57}{space 3}0.000{col 65}{space 4} -1.13128{col 78}{space 3}-.4482257
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0150488{col 37}{space 2} .0275289{col 48}{space 1}   -0.55{col 57}{space 3}0.585{col 65}{space 4}-.0690045{col 78}{space 3}  .038907
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0457851{col 37}{space 2} .0775863{col 48}{space 1}    0.59{col 57}{space 3}0.555{col 65}{space 4}-.1062812{col 78}{space 3} .1978514
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .0916582{col 37}{space 2} .0993935{col 48}{space 1}    0.92{col 57}{space 3}0.356{col 65}{space 4}-.1031495{col 78}{space 3}  .286466
{txt}{space 21}y4 {c |}{col 25}{res}{space 2}  .323523{col 37}{space 2} .1149966{col 48}{space 1}    2.81{col 57}{space 3}0.005{col 65}{space 4} .0981339{col 78}{space 3} .5489121
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2393272{col 37}{space 2} .1025697{col 48}{space 1}    2.33{col 57}{space 3}0.020{col 65}{space 4} .0382943{col 78}{space 3} .4403602
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2306787{col 37}{space 2} .1109863{col 48}{space 1}    2.08{col 57}{space 3}0.038{col 65}{space 4} .0131495{col 78}{space 3}  .448208
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.231384{col 37}{space 2} .1024196{col 48}{space 1}   12.02{col 57}{space 3}0.000{col 65}{space 4} 1.030645{col 78}{space 3} 1.432123
{txt}{space 11}involuntaryb {c |}{col 25}{res}{space 2} 7.511109{col 37}{space 2} 5.580424{col 48}{space 1}    1.35{col 57}{space 3}0.178{col 65}{space 4}-3.426322{col 78}{space 3} 18.44854
{txt}{space 1}involabove15_los15pctb {c |}{col 25}{res}{space 2}-19.31042{col 37}{space 2} 29.32661{col 48}{space 1}   -0.66{col 57}{space 3}0.510{col 65}{space 4}-76.78952{col 78}{space 3} 38.16868
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .8032607{col 37}{space 2} .3935093{col 48}{space 1}    2.04{col 57}{space 3}0.041{col 65}{space 4} .0319967{col 78}{space 3} 1.574525
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .4441276{col 37}{space 2}  .317875{col 48}{space 1}    1.40{col 57}{space 3}0.162{col 65}{space 4}-.1788959{col 78}{space 3} 1.067151
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2} .0073103{col 37}{space 2} .0701953{col 48}{space 1}    0.10{col 57}{space 3}0.917{col 65}{space 4}  -.13027{col 78}{space 3} .1448907
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0038335{col 37}{space 2} .0026839{col 48}{space 1}   -1.43{col 57}{space 3}0.153{col 65}{space 4}-.0090939{col 78}{space 3} .0014268
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-2.055896{col 37}{space 2} 1.447474{col 48}{space 1}   -1.42{col 57}{space 3}0.156{col 65}{space 4}-4.892894{col 78}{space 3} .7811017
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.068786{col 37}{space 2} .3744957{col 48}{space 1}   -2.85{col 57}{space 3}0.004{col 65}{space 4}-1.802784{col 78}{space 3}-.3347875
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0180695{col 37}{space 2} .0633629{col 48}{space 1}   -0.29{col 57}{space 3}0.776{col 65}{space 4}-.1422585{col 78}{space 3} .1061194
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2}-.0429536{col 37}{space 2} .3956831{col 48}{space 1}   -0.11{col 57}{space 3}0.914{col 65}{space 4}-.8184783{col 78}{space 3}  .732571
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .3601893{col 37}{space 2} .5034924{col 48}{space 1}    0.72{col 57}{space 3}0.474{col 65}{space 4}-.6266376{col 78}{space 3} 1.347016
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.4113924{col 37}{space 2} .3945262{col 48}{space 1}   -1.04{col 57}{space 3}0.297{col 65}{space 4}-1.184649{col 78}{space 3} .3618647
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}


{col 15}QIC and QIC_u
___________________________________________
{col 1}Corr =                  {res}uns
{txt}{col 1}Family =                {res}bin
{txt}{col 1}Link =               {res}probit
{txt}{col 1}p =         {res}             29
{txt}{col 1}Trace =     {res}         10.466
{txt}{col 1}QIC =       {res}        596.600
{txt}{col 1}QIC_u =     {res}        633.668
{txt}___________________________________________
({res}est15{txt} stored)

{com}. *
. estadd scalar qic = r(qic)

{txt}added scalar:
                e(qic) =  {res}596.60033
{txt}
{com}. 
. eststo: calculate 1-(r(p)-r(qic))/(1-$qic_null)
.18337111
{txt}({res}est16{txt} stored)

{com}. estadd scalar pseudor = r(result)

{txt}added scalar:
            e(pseudor) =  {res}.18337111
{txt}
{com}. *
. *
. 
. **********************************************************************************************************************************************
. esttab est2 est4 est6 est8 est10 est12 est14 est16 using MANUSCRIPT-QIC.04-30-2025.rtf, ///
> cells(b(star fmt(%9.3f)) se(par)) starl( * 0.10 ** 0.05 *** 0.010) label ///
> stats(year qic pseudor chi2 N, fmt(3) label("Year Fixed Effects" "QIC" "Pseudo R-Squared" "Wald" "N")) append
{res}{txt}(output written to {browse  `"MANUSCRIPT-QIC.04-30-2025.rtf"'})

{com}. ***************************************************************************************************************************************************************************************************************************************************************************************************************
. * [MODEL 17 - 20] MANAGERIAL VOLUNTARY TURNOVER MODELS
. gen mgvol_h2_intrct = voluntary_gs13*volgs13_los15pct
{txt}(20 missing values generated)

{com}. gen mgvol_h3_intrct = voluntary_gs13*cio5
{txt}(25 missing values generated)

{com}. gen mgvol_h4_intrct = voluntary_gs13*activityno_permil_pct
{txt}(18 missing values generated)

{com}. 
. * [MODEL 17, FIGURE 3E] H1 BASELINE HYPOTHESIS
. discard
{txt}
{com}. 
. quietly eststo: xtgee delay_pct c.turnover_gs13  gs13above15_los15pct cio5 activityno_permil_pct cio_tenure  lnitemp lnprojsize projects_no accrate  newprojects_pct y1-y7 turnover_gs13b gs13above15_los15pctb activityno_permil_pctb lnitempb lnprojsizeb projects_nob accrateb newprojects_pctb, fam(bin) link(probit) corr(uns) vce(robust)
{txt}
{com}. 
. 
. eststo: qic delay_pct voluntary_gs13 volgs13_los15pct  cio5 activityno_permil_pct cio_tenure  lnitemp lnprojsize projects_no accrate  newprojects_pct y1-y7 voluntary_gs13b volgs13_los15pctb activityno_permil_pctb lnitempb lnprojsizeb projects_nob accrateb newprojects_pctb cio_tenureb   dmeratio_totalspending dmeratio_totalspendingb   if e(sample), i(a_id) t(fy) fam(bin) link(probit) corr(uns)
{txt}note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}.00001421
{txt}Iteration 2:  Tolerance = {res}1.408e-06
{txt}Iteration 3:  Tolerance = {res}1.556e-07

{txt}GEE population-averaged model{col 52}{txt}{lalign 16:Number of obs} = {res}{ralign 8:522}
{txt}Group variable: {res}a_id{txt}{col 52}{txt}{lalign 16:Number of groups} = {res}{ralign 8:92}
{txt}Family: {lalign 8:Binomial}{col 52}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 52}{ralign 16:min} = {res}{ralign 8:1}
{txt}Correlation: {res}independent{txt}{col 52}{ralign 16:avg} = {res}{ralign 8:5.7}
{txt}{col 52}{ralign 16:max} = {res}{ralign 8:7}
{txt}{col 52}{txt}{lalign 16:Wald chi2({res:27})} = {res}{ralign 8:69.43}
{txt}Scale parameter = {res}1{txt}{col 52}{txt}{lalign 16:Prob > chi2} = {res}{ralign 8:0.0000}

{txt}Pearson chi2({res:522}){col 21} = {res}{ralign 7:144.82}{txt}{col 52}{lalign 16:Deviance} = {res}{ralign 8:160.78}
{txt}Dispersion (Pearson){col 21} = {res}{ralign 7:.277428}{col 52}{txt}{lalign 16:Dispersion} = {res}{ralign 8:.3079985}

{txt}{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  Std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}voluntary_gs13 {c |}{col 25}{res}{space 2} 1.532216{col 37}{space 2} 3.635169{col 48}{space 1}    0.42{col 57}{space 3}0.673{col 65}{space 4}-5.592584{col 78}{space 3} 8.657017
{txt}{space 7}volgs13_los15pct {c |}{col 25}{res}{space 2}-.4010279{col 37}{space 2} 2.552266{col 48}{space 1}   -0.16{col 57}{space 3}0.875{col 65}{space 4}-5.403377{col 78}{space 3} 4.601321
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2} -.047079{col 37}{space 2}  .197983{col 48}{space 1}   -0.24{col 57}{space 3}0.812{col 65}{space 4}-.4351185{col 78}{space 3} .3409605
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .2753919{col 37}{space 2} .3570555{col 48}{space 1}    0.77{col 57}{space 3}0.441{col 65}{space 4}-.4244241{col 78}{space 3} .9752078
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0176511{col 37}{space 2} .0582465{col 48}{space 1}   -0.30{col 57}{space 3}0.762{col 65}{space 4}-.1318121{col 78}{space 3}   .09651
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2}-.3530626{col 37}{space 2} .3845026{col 48}{space 1}   -0.92{col 57}{space 3}0.358{col 65}{space 4}-1.106674{col 78}{space 3} .4005487
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0667466{col 37}{space 2} .0561721{col 48}{space 1}    1.19{col 57}{space 3}0.235{col 65}{space 4}-.0433486{col 78}{space 3} .1768418
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0015514{col 37}{space 2} .0049385{col 48}{space 1}    0.31{col 57}{space 3}0.753{col 65}{space 4}-.0081279{col 78}{space 3} .0112308
{txt}{space 16}accrate {c |}{col 25}{res}{space 2}-.1106954{col 37}{space 2}  1.27653{col 48}{space 1}   -0.09{col 57}{space 3}0.931{col 65}{space 4}-2.612649{col 78}{space 3} 2.391258
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2} -.713291{col 37}{space 2}  .301475{col 48}{space 1}   -2.37{col 57}{space 3}0.018{col 65}{space 4}-1.304171{col 78}{space 3}-.1224109
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0356181{col 37}{space 2} .2408218{col 48}{space 1}    0.15{col 57}{space 3}0.882{col 65}{space 4} -.436384{col 78}{space 3} .5076202
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .1025229{col 37}{space 2} .2391138{col 48}{space 1}    0.43{col 57}{space 3}0.668{col 65}{space 4}-.3661315{col 78}{space 3} .5711773
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .3245827{col 37}{space 2} .2589453{col 48}{space 1}    1.25{col 57}{space 3}0.210{col 65}{space 4}-.1829409{col 78}{space 3} .8321062
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2015239{col 37}{space 2} .2514663{col 48}{space 1}    0.80{col 57}{space 3}0.423{col 65}{space 4} -.291341{col 78}{space 3} .6943887
{txt}{space 21}y6 {c |}{col 25}{res}{space 2}  .303083{col 37}{space 2} .2470697{col 48}{space 1}    1.23{col 57}{space 3}0.220{col 65}{space 4}-.1811647{col 78}{space 3} .7873306
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.255469{col 37}{space 2} .2427647{col 48}{space 1}    5.17{col 57}{space 3}0.000{col 65}{space 4} .7796588{col 78}{space 3} 1.731279
{txt}{space 8}voluntary_gs13b {c |}{col 25}{res}{space 2}-.9327095{col 37}{space 2} 5.114498{col 48}{space 1}   -0.18{col 57}{space 3}0.855{col 65}{space 4}-10.95694{col 78}{space 3} 9.091523
{txt}{space 6}volgs13_los15pctb {c |}{col 25}{res}{space 2}-6.792266{col 37}{space 2} 4.074432{col 48}{space 1}   -1.67{col 57}{space 3}0.096{col 65}{space 4}-14.77801{col 78}{space 3} 1.193474
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .9977748{col 37}{space 2} .5417103{col 48}{space 1}    1.84{col 57}{space 3}0.065{col 65}{space 4}-.0639579{col 78}{space 3} 2.059507
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .3461685{col 37}{space 2} .3876587{col 48}{space 1}    0.89{col 57}{space 3}0.372{col 65}{space 4}-.4136287{col 78}{space 3} 1.105966
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2} .0205343{col 37}{space 2} .0874258{col 48}{space 1}    0.23{col 57}{space 3}0.814{col 65}{space 4}-.1508171{col 78}{space 3} .1918858
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0056445{col 37}{space 2} .0063148{col 48}{space 1}   -0.89{col 57}{space 3}0.371{col 65}{space 4}-.0180212{col 78}{space 3} .0067322
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-.5446264{col 37}{space 2} 2.019456{col 48}{space 1}   -0.27{col 57}{space 3}0.787{col 65}{space 4}-4.502688{col 78}{space 3} 3.413435
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.314779{col 37}{space 2} .5286644{col 48}{space 1}   -2.49{col 57}{space 3}0.013{col 65}{space 4}-2.350942{col 78}{space 3}-.2786159
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0296503{col 37}{space 2} .0913024{col 48}{space 1}   -0.32{col 57}{space 3}0.745{col 65}{space 4}-.2085998{col 78}{space 3} .1492992
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .3962119{col 37}{space 2} .7250864{col 48}{space 1}    0.55{col 57}{space 3}0.585{col 65}{space 4}-1.024931{col 78}{space 3} 1.817355
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .2073354{col 37}{space 2} .9511633{col 48}{space 1}    0.22{col 57}{space 3}0.827{col 65}{space 4} -1.65691{col 78}{space 3} 2.071581
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.2718257{col 37}{space 2} .4998548{col 48}{space 1}   -0.54{col 57}{space 3}0.587{col 65}{space 4}-1.251523{col 78}{space 3} .7078717
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}.35235158
{txt}Iteration 2:  Tolerance = {res}.18591511
{txt}Iteration 3:  Tolerance = {res}.07031038
{txt}Iteration 4:  Tolerance = {res}.02619739
{txt}Iteration 5:  Tolerance = {res}.00894421
{txt}Iteration 6:  Tolerance = {res}.00354462
{txt}Iteration 7:  Tolerance = {res}.00157825
{txt}Iteration 8:  Tolerance = {res}.000692
{txt}Iteration 9:  Tolerance = {res}.00030139
{txt}Iteration 10: Tolerance = {res}.00013089
{txt}Iteration 11: Tolerance = {res}.00005678
{txt}Iteration 12: Tolerance = {res}.00002462
{txt}Iteration 13: Tolerance = {res}.00001067
{txt}Iteration 14: Tolerance = {res}4.626e-06
{txt}Iteration 15: Tolerance = {res}2.006e-06
{txt}Iteration 16: Tolerance = {res}8.695e-07

{txt}GEE population-averaged model{col 54}{txt}{lalign 16:Number of obs} = {res}{ralign 6:522}
{txt}Group and time vars: {res}a_id fy{txt}{col 54}{txt}{lalign 16:Number of groups} = {res}{ralign 6:92}
{txt}Family: {lalign 8:Binomial}{col 54}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 54}{ralign 16:min} = {res}{ralign 6:1}
{txt}Correlation: {res}unstructured{txt}{col 54}{ralign 16:avg} = {res}{ralign 6:5.7}
{txt}{col 54}{ralign 16:max} = {res}{ralign 6:7}
{txt}{col 54}{txt}{lalign 16:Wald chi2({res:27})} = {res}{ralign 6:326.97}
{txt}Scale parameter = {res}1{txt}{col 54}{txt}{lalign 16:Prob > chi2} = {res}{ralign 6:0.0000}

{txt}{ralign 89:(Std. err. adjusted for clustering on {res:a_id})}
{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 25}{c |}{col 37}  Semirobust
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}voluntary_gs13 {c |}{col 25}{res}{space 2}  .460395{col 37}{space 2} 1.885236{col 48}{space 1}    0.24{col 57}{space 3}0.807{col 65}{space 4}  -3.2346{col 78}{space 3}  4.15539
{txt}{space 7}volgs13_los15pct {c |}{col 25}{res}{space 2}-.2330909{col 37}{space 2} 1.102087{col 48}{space 1}   -0.21{col 57}{space 3}0.832{col 65}{space 4}-2.393141{col 78}{space 3} 1.926959
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.0915661{col 37}{space 2} .0823593{col 48}{space 1}   -1.11{col 57}{space 3}0.266{col 65}{space 4}-.2529875{col 78}{space 3} .0698552
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .2793034{col 37}{space 2} .2003338{col 48}{space 1}    1.39{col 57}{space 3}0.163{col 65}{space 4}-.1133436{col 78}{space 3} .6719505
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0125225{col 37}{space 2} .0243824{col 48}{space 1}   -0.51{col 57}{space 3}0.608{col 65}{space 4}-.0603111{col 78}{space 3} .0352661
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2} .1158071{col 37}{space 2} .2368848{col 48}{space 1}    0.49{col 57}{space 3}0.625{col 65}{space 4}-.3484785{col 78}{space 3} .5800927
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2}  .078729{col 37}{space 2} .0295066{col 48}{space 1}    2.67{col 57}{space 3}0.008{col 65}{space 4} .0208972{col 78}{space 3} .1365608
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0011025{col 37}{space 2} .0017555{col 48}{space 1}    0.63{col 57}{space 3}0.530{col 65}{space 4}-.0023382{col 78}{space 3} .0045432
{txt}{space 16}accrate {c |}{col 25}{res}{space 2} .4011976{col 37}{space 2} .5463821{col 48}{space 1}    0.73{col 57}{space 3}0.463{col 65}{space 4}-.6696916{col 78}{space 3} 1.472087
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.8163754{col 37}{space 2} .1658251{col 48}{space 1}   -4.92{col 57}{space 3}0.000{col 65}{space 4}-1.141387{col 78}{space 3}-.4913642
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0147191{col 37}{space 2} .0837361{col 48}{space 1}    0.18{col 57}{space 3}0.860{col 65}{space 4}-.1494006{col 78}{space 3} .1788389
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .0724384{col 37}{space 2} .1000954{col 48}{space 1}    0.72{col 57}{space 3}0.469{col 65}{space 4}-.1237448{col 78}{space 3} .2686217
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .3241376{col 37}{space 2} .1221619{col 48}{space 1}    2.65{col 57}{space 3}0.008{col 65}{space 4} .0847047{col 78}{space 3} .5635705
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .1923183{col 37}{space 2} .1025835{col 48}{space 1}    1.87{col 57}{space 3}0.061{col 65}{space 4}-.0087417{col 78}{space 3} .3933783
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2927736{col 37}{space 2} .1086954{col 48}{space 1}    2.69{col 57}{space 3}0.007{col 65}{space 4} .0797345{col 78}{space 3} .5058128
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.191975{col 37}{space 2} .1042294{col 48}{space 1}   11.44{col 57}{space 3}0.000{col 65}{space 4} .9876896{col 78}{space 3} 1.396261
{txt}{space 8}voluntary_gs13b {c |}{col 25}{res}{space 2}-.2223988{col 37}{space 2} 3.191549{col 48}{space 1}   -0.07{col 57}{space 3}0.944{col 65}{space 4}-6.477719{col 78}{space 3} 6.032922
{txt}{space 6}volgs13_los15pctb {c |}{col 25}{res}{space 2}-6.511787{col 37}{space 2} 2.290719{col 48}{space 1}   -2.84{col 57}{space 3}0.004{col 65}{space 4}-11.00151{col 78}{space 3}-2.022061
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .9876362{col 37}{space 2} .4070265{col 48}{space 1}    2.43{col 57}{space 3}0.015{col 65}{space 4} .1898789{col 78}{space 3} 1.785394
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2}-.1097821{col 37}{space 2} .2422722{col 48}{space 1}   -0.45{col 57}{space 3}0.650{col 65}{space 4}-.5846269{col 78}{space 3} .3650626
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2} .0020414{col 37}{space 2} .0640197{col 48}{space 1}    0.03{col 57}{space 3}0.975{col 65}{space 4} -.123435{col 78}{space 3} .1275178
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0054243{col 37}{space 2} .0032967{col 48}{space 1}   -1.65{col 57}{space 3}0.100{col 65}{space 4}-.0118858{col 78}{space 3} .0010371
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-.9171912{col 37}{space 2}  1.22956{col 48}{space 1}   -0.75{col 57}{space 3}0.456{col 65}{space 4}-3.327085{col 78}{space 3} 1.492702
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.012155{col 37}{space 2}  .338594{col 48}{space 1}   -2.99{col 57}{space 3}0.003{col 65}{space 4}-1.675787{col 78}{space 3}-.3485234
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0342182{col 37}{space 2} .0553667{col 48}{space 1}   -0.62{col 57}{space 3}0.537{col 65}{space 4}-.1427349{col 78}{space 3} .0742986
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .3188415{col 37}{space 2} .4285694{col 48}{space 1}    0.74{col 57}{space 3}0.457{col 65}{space 4}-.5211391{col 78}{space 3} 1.158822
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .3764306{col 37}{space 2} .5423264{col 48}{space 1}    0.69{col 57}{space 3}0.488{col 65}{space 4}-.6865096{col 78}{space 3} 1.439371
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.4180783{col 37}{space 2} .3449638{col 48}{space 1}   -1.21{col 57}{space 3}0.226{col 65}{space 4}-1.094195{col 78}{space 3} .2580383
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}


{col 15}QIC and QIC_u
___________________________________________
{col 1}Corr =                  {res}uns
{txt}{col 1}Family =                {res}bin
{txt}{col 1}Link =               {res}probit
{txt}{col 1}p =         {res}             28
{txt}{col 1}Trace =     {res}          9.320
{txt}{col 1}QIC =       {res}        571.387
{txt}{col 1}QIC_u =     {res}        608.747
{txt}___________________________________________
({res}est2{txt} stored)

{com}. *
. estadd scalar qic = r(qic)

{txt}added scalar:
                e(qic) =  {res}571.3867
{txt}
{com}. 
. eststo: calculate 1-(r(p)-r(qic))/(1-$qic_null)
.21820822
{txt}({res}est3{txt} stored)

{com}. estadd scalar pseudor = r(result)

{txt}added scalar:
            e(pseudor) =  {res}.21820822
{txt}
{com}. *
. *
. 
. * [MODEL 18, FIGURE 4E] H2 
. eststo: qic delay_pct voluntary_gs13 mgvol_h2_intrct volgs13_los15pct  cio5 activityno_permil_pct cio_tenure  lnitemp lnprojsize projects_no accrate  newprojects_pct y1-y7 voluntary_gs13b volgs13_los15pctb activityno_permil_pctb lnitempb lnprojsizeb projects_nob accrateb newprojects_pctb cio_tenureb   dmeratio_totalspending dmeratio_totalspendingb   if e(sample), i(a_id) t(fy) fam(bin) link(probit) corr(uns)
{txt}note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}.00008076
{txt}Iteration 2:  Tolerance = {res}7.122e-06
{txt}Iteration 3:  Tolerance = {res}6.565e-07

{txt}GEE population-averaged model{col 52}{txt}{lalign 16:Number of obs} = {res}{ralign 8:522}
{txt}Group variable: {res}a_id{txt}{col 52}{txt}{lalign 16:Number of groups} = {res}{ralign 8:92}
{txt}Family: {lalign 8:Binomial}{col 52}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 52}{ralign 16:min} = {res}{ralign 8:1}
{txt}Correlation: {res}independent{txt}{col 52}{ralign 16:avg} = {res}{ralign 8:5.7}
{txt}{col 52}{ralign 16:max} = {res}{ralign 8:7}
{txt}{col 52}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 8:69.41}
{txt}Scale parameter = {res}1{txt}{col 52}{txt}{lalign 16:Prob > chi2} = {res}{ralign 8:0.0000}

{txt}Pearson chi2({res:522}){col 21} = {res}{ralign 8:144.82}{txt}{col 52}{lalign 16:Deviance} = {res}{ralign 8:160.77}
{txt}Dispersion (Pearson){col 21} = {res}{ralign 8:.2774409}{col 52}{txt}{lalign 16:Dispersion} = {res}{ralign 8:.3079899}

{txt}{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  Std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}voluntary_gs13 {c |}{col 25}{res}{space 2} 1.595311{col 37}{space 2} 3.733964{col 48}{space 1}    0.43{col 57}{space 3}0.669{col 65}{space 4}-5.723124{col 78}{space 3} 8.913745
{txt}{space 8}mgvol_h2_intrct {c |}{col 25}{res}{space 2}-2.428583{col 37}{space 2} 35.61498{col 48}{space 1}   -0.07{col 57}{space 3}0.946{col 65}{space 4}-72.23266{col 78}{space 3} 67.37549
{txt}{space 7}volgs13_los15pct {c |}{col 25}{res}{space 2}-.1480217{col 37}{space 2} 4.520464{col 48}{space 1}   -0.03{col 57}{space 3}0.974{col 65}{space 4}-9.007969{col 78}{space 3} 8.711926
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.0465806{col 37}{space 2}  .198091{col 48}{space 1}   -0.24{col 57}{space 3}0.814{col 65}{space 4}-.4348319{col 78}{space 3} .3416707
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .2755562{col 37}{space 2} .3571786{col 48}{space 1}    0.77{col 57}{space 3}0.440{col 65}{space 4} -.424501{col 78}{space 3} .9756134
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0179062{col 37}{space 2}  .058368{col 48}{space 1}   -0.31{col 57}{space 3}0.759{col 65}{space 4}-.1323053{col 78}{space 3}  .096493
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2}-.3563245{col 37}{space 2} .3876794{col 48}{space 1}   -0.92{col 57}{space 3}0.358{col 65}{space 4}-1.116162{col 78}{space 3} .4035131
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0665109{col 37}{space 2} .0563008{col 48}{space 1}    1.18{col 57}{space 3}0.237{col 65}{space 4}-.0438367{col 78}{space 3} .1768585
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0015603{col 37}{space 2} .0049411{col 48}{space 1}    0.32{col 57}{space 3}0.752{col 65}{space 4}-.0081241{col 78}{space 3} .0112447
{txt}{space 16}accrate {c |}{col 25}{res}{space 2}-.1071572{col 37}{space 2} 1.277864{col 48}{space 1}   -0.08{col 57}{space 3}0.933{col 65}{space 4}-2.611725{col 78}{space 3} 2.397411
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2} -.713746{col 37}{space 2} .3014799{col 48}{space 1}   -2.37{col 57}{space 3}0.018{col 65}{space 4}-1.304636{col 78}{space 3}-.1228562
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0344988{col 37}{space 2} .2412598{col 48}{space 1}    0.14{col 57}{space 3}0.886{col 65}{space 4}-.4383618{col 78}{space 3} .5073594
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .1018418{col 37}{space 2} .2392407{col 48}{space 1}    0.43{col 57}{space 3}0.670{col 65}{space 4}-.3670615{col 78}{space 3}  .570745
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .3237411{col 37}{space 2} .2590813{col 48}{space 1}    1.25{col 57}{space 3}0.211{col 65}{space 4}-.1840489{col 78}{space 3}  .831531
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .1999882{col 37}{space 2} .2521669{col 48}{space 1}    0.79{col 57}{space 3}0.428{col 65}{space 4}-.2942499{col 78}{space 3} .6942263
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .3027508{col 37}{space 2} .2470945{col 48}{space 1}    1.23{col 57}{space 3}0.220{col 65}{space 4}-.1815455{col 78}{space 3} .7870471
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.254321{col 37}{space 2} .2432776{col 48}{space 1}    5.16{col 57}{space 3}0.000{col 65}{space 4} .7775056{col 78}{space 3} 1.731136
{txt}{space 8}voluntary_gs13b {c |}{col 25}{res}{space 2}-.9405513{col 37}{space 2} 5.122069{col 48}{space 1}   -0.18{col 57}{space 3}0.854{col 65}{space 4}-10.97962{col 78}{space 3} 9.098519
{txt}{space 6}volgs13_los15pctb {c |}{col 25}{res}{space 2}-6.783203{col 37}{space 2} 4.087377{col 48}{space 1}   -1.66{col 57}{space 3}0.097{col 65}{space 4}-14.79431{col 78}{space 3} 1.227909
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .9999249{col 37}{space 2} .5425014{col 48}{space 1}    1.84{col 57}{space 3}0.065{col 65}{space 4}-.0633583{col 78}{space 3} 2.063208
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .3494844{col 37}{space 2} .3908806{col 48}{space 1}    0.89{col 57}{space 3}0.371{col 65}{space 4}-.4166275{col 78}{space 3} 1.115596
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2} .0208946{col 37}{space 2} .0875989{col 48}{space 1}    0.24{col 57}{space 3}0.811{col 65}{space 4}-.1507962{col 78}{space 3} .1925854
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0056627{col 37}{space 2}  .006321{col 48}{space 1}   -0.90{col 57}{space 3}0.370{col 65}{space 4}-.0180517{col 78}{space 3} .0067263
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-.5811887{col 37}{space 2} 2.085921{col 48}{space 1}   -0.28{col 57}{space 3}0.781{col 65}{space 4}-4.669519{col 78}{space 3} 3.507142
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.314523{col 37}{space 2} .5286025{col 48}{space 1}   -2.49{col 57}{space 3}0.013{col 65}{space 4}-2.350565{col 78}{space 3}-.2784809
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0296214{col 37}{space 2} .0913023{col 48}{space 1}   -0.32{col 57}{space 3}0.746{col 65}{space 4}-.2085706{col 78}{space 3} .1493278
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2}  .399417{col 37}{space 2} .7271659{col 48}{space 1}    0.55{col 57}{space 3}0.583{col 65}{space 4}-1.025802{col 78}{space 3} 1.824636
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .2071907{col 37}{space 2} .9509001{col 48}{space 1}    0.22{col 57}{space 3}0.828{col 65}{space 4}-1.656539{col 78}{space 3} 2.070921
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.2722882{col 37}{space 2} .5001694{col 48}{space 1}   -0.54{col 57}{space 3}0.586{col 65}{space 4}-1.252602{col 78}{space 3} .7080257
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}4.2576557
{txt}Iteration 2:  Tolerance = {res}.30363578
{txt}Iteration 3:  Tolerance = {res}.15294291
{txt}Iteration 4:  Tolerance = {res}.06134997
{txt}Iteration 5:  Tolerance = {res}.01937605
{txt}Iteration 6:  Tolerance = {res}.00617025
{txt}Iteration 7:  Tolerance = {res}.00212773
{txt}Iteration 8:  Tolerance = {res}.00078301
{txt}Iteration 9:  Tolerance = {res}.00030113
{txt}Iteration 10: Tolerance = {res}.00011917
{txt}Iteration 11: Tolerance = {res}.00004807
{txt}Iteration 12: Tolerance = {res}.00001966
{txt}Iteration 13: Tolerance = {res}8.118e-06
{txt}Iteration 14: Tolerance = {res}3.378e-06
{txt}Iteration 15: Tolerance = {res}1.413e-06
{txt}Iteration 16: Tolerance = {res}5.937e-07

{txt}GEE population-averaged model{col 54}{txt}{lalign 16:Number of obs} = {res}{ralign 6:522}
{txt}Group and time vars: {res}a_id fy{txt}{col 54}{txt}{lalign 16:Number of groups} = {res}{ralign 6:92}
{txt}Family: {lalign 8:Binomial}{col 54}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 54}{ralign 16:min} = {res}{ralign 6:1}
{txt}Correlation: {res}unstructured{txt}{col 54}{ralign 16:avg} = {res}{ralign 6:5.7}
{txt}{col 54}{ralign 16:max} = {res}{ralign 6:7}
{txt}{col 54}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 6:322.08}
{txt}Scale parameter = {res}1{txt}{col 54}{txt}{lalign 16:Prob > chi2} = {res}{ralign 6:0.0000}

{txt}{ralign 89:(Std. err. adjusted for clustering on {res:a_id})}
{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 25}{c |}{col 37}  Semirobust
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}voluntary_gs13 {c |}{col 25}{res}{space 2}-.0620523{col 37}{space 2} 1.770547{col 48}{space 1}   -0.04{col 57}{space 3}0.972{col 65}{space 4}-3.532261{col 78}{space 3} 3.408157
{txt}{space 8}mgvol_h2_intrct {c |}{col 25}{res}{space 2} 17.30218{col 37}{space 2} 13.13209{col 48}{space 1}    1.32{col 57}{space 3}0.188{col 65}{space 4}-8.436248{col 78}{space 3}  43.0406
{txt}{space 7}volgs13_los15pct {c |}{col 25}{res}{space 2}-2.024976{col 37}{space 2} 2.226637{col 48}{space 1}   -0.91{col 57}{space 3}0.363{col 65}{space 4}-6.389104{col 78}{space 3} 2.339153
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.0935257{col 37}{space 2} .0826518{col 48}{space 1}   -1.13{col 57}{space 3}0.258{col 65}{space 4}-.2555202{col 78}{space 3} .0684687
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .2789379{col 37}{space 2} .2006042{col 48}{space 1}    1.39{col 57}{space 3}0.164{col 65}{space 4}-.1142391{col 78}{space 3}  .672115
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0112565{col 37}{space 2} .0244177{col 48}{space 1}   -0.46{col 57}{space 3}0.645{col 65}{space 4}-.0591143{col 78}{space 3} .0366012
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2}  .139419{col 37}{space 2} .2331363{col 48}{space 1}    0.60{col 57}{space 3}0.550{col 65}{space 4}-.3175198{col 78}{space 3} .5963577
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0808863{col 37}{space 2} .0299609{col 48}{space 1}    2.70{col 57}{space 3}0.007{col 65}{space 4}  .022164{col 78}{space 3} .1396086
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0010917{col 37}{space 2} .0017762{col 48}{space 1}    0.61{col 57}{space 3}0.539{col 65}{space 4}-.0023896{col 78}{space 3} .0045731
{txt}{space 16}accrate {c |}{col 25}{res}{space 2} .4067848{col 37}{space 2} .5384083{col 48}{space 1}    0.76{col 57}{space 3}0.450{col 65}{space 4} -.648476{col 78}{space 3} 1.462046
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.8108343{col 37}{space 2} .1648278{col 48}{space 1}   -4.92{col 57}{space 3}0.000{col 65}{space 4}-1.133891{col 78}{space 3}-.4877778
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0190988{col 37}{space 2} .0835488{col 48}{space 1}    0.23{col 57}{space 3}0.819{col 65}{space 4}-.1446537{col 78}{space 3} .1828514
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .0752778{col 37}{space 2} .0997479{col 48}{space 1}    0.75{col 57}{space 3}0.450{col 65}{space 4}-.1202245{col 78}{space 3}   .27078
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .3312754{col 37}{space 2} .1221464{col 48}{space 1}    2.71{col 57}{space 3}0.007{col 65}{space 4} .0918728{col 78}{space 3} .5706781
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2013456{col 37}{space 2} .1023471{col 48}{space 1}    1.97{col 57}{space 3}0.049{col 65}{space 4} .0007489{col 78}{space 3} .4019423
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2964609{col 37}{space 2}  .107597{col 48}{space 1}    2.76{col 57}{space 3}0.006{col 65}{space 4} .0855747{col 78}{space 3}  .507347
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.199214{col 37}{space 2} .1044265{col 48}{space 1}   11.48{col 57}{space 3}0.000{col 65}{space 4} .9945418{col 78}{space 3} 1.403886
{txt}{space 8}voluntary_gs13b {c |}{col 25}{res}{space 2}-.3878438{col 37}{space 2} 3.227754{col 48}{space 1}   -0.12{col 57}{space 3}0.904{col 65}{space 4}-6.714125{col 78}{space 3} 5.938437
{txt}{space 6}volgs13_los15pctb {c |}{col 25}{res}{space 2}-6.321298{col 37}{space 2}  2.29643{col 48}{space 1}   -2.75{col 57}{space 3}0.006{col 65}{space 4}-10.82222{col 78}{space 3}-1.820378
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2}  .974325{col 37}{space 2} .4124862{col 48}{space 1}    2.36{col 57}{space 3}0.018{col 65}{space 4} .1658668{col 78}{space 3} 1.782783
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2}-.1339001{col 37}{space 2}  .238474{col 48}{space 1}   -0.56{col 57}{space 3}0.574{col 65}{space 4}-.6013006{col 78}{space 3} .3335003
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2}-.0006492{col 37}{space 2} .0652353{col 48}{space 1}   -0.01{col 57}{space 3}0.992{col 65}{space 4} -.128508{col 78}{space 3} .1272095
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0054123{col 37}{space 2} .0033257{col 48}{space 1}   -1.63{col 57}{space 3}0.104{col 65}{space 4}-.0119306{col 78}{space 3} .0011059
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2} -.640238{col 37}{space 2} 1.276779{col 48}{space 1}   -0.50{col 57}{space 3}0.616{col 65}{space 4}-3.142679{col 78}{space 3} 1.862203
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.008675{col 37}{space 2} .3398117{col 48}{space 1}   -2.97{col 57}{space 3}0.003{col 65}{space 4}-1.674694{col 78}{space 3}-.3426565
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0377754{col 37}{space 2} .0554709{col 48}{space 1}   -0.68{col 57}{space 3}0.496{col 65}{space 4}-.1464963{col 78}{space 3} .0709456
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .2978821{col 37}{space 2} .4151171{col 48}{space 1}    0.72{col 57}{space 3}0.473{col 65}{space 4}-.5157325{col 78}{space 3} 1.111497
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .3918797{col 37}{space 2} .5428951{col 48}{space 1}    0.72{col 57}{space 3}0.470{col 65}{space 4} -.672175{col 78}{space 3} 1.455935
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.4119639{col 37}{space 2} .3466998{col 48}{space 1}   -1.19{col 57}{space 3}0.235{col 65}{space 4}-1.091483{col 78}{space 3} .2675551
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}


{col 15}QIC and QIC_u
___________________________________________
{col 1}Corr =                  {res}uns
{txt}{col 1}Family =                {res}bin
{txt}{col 1}Link =               {res}probit
{txt}{col 1}p =         {res}             29
{txt}{col 1}Trace =     {res}          9.447
{txt}{col 1}QIC =       {res}        572.034
{txt}{col 1}QIC_u =     {res}        611.140
{txt}___________________________________________
({res}est4{txt} stored)

{com}. *
. estadd scalar qic = r(qic)

{txt}added scalar:
                e(qic) =  {res}572.03448
{txt}
{com}. 
. eststo: calculate 1-(r(p)-r(qic))/(1-$qic_null)
.21871496
{txt}({res}est5{txt} stored)

{com}. estadd scalar pseudor = r(result)

{txt}added scalar:
            e(pseudor) =  {res}.21871496
{txt}
{com}. *
. *
. 
. * [MODEL 19, FIGURE 5E] H3 
. eststo: qic delay_pct voluntary_gs13 mgvol_h3_intrct volgs13_los15pct  cio5 activityno_permil_pct cio_tenure  lnitemp lnprojsize projects_no accrate  newprojects_pct y1-y7 voluntary_gs13b volgs13_los15pctb activityno_permil_pctb lnitempb lnprojsizeb projects_nob accrateb newprojects_pctb cio_tenureb   dmeratio_totalspending dmeratio_totalspendingb     if e(sample), i(a_id) t(fy) fam(bin) link(probit) corr(uns)
{txt}note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}.00002125
{txt}Iteration 2:  Tolerance = {res}2.307e-06
{txt}Iteration 3:  Tolerance = {res}2.370e-07

{txt}GEE population-averaged model{col 52}{txt}{lalign 16:Number of obs} = {res}{ralign 8:522}
{txt}Group variable: {res}a_id{txt}{col 52}{txt}{lalign 16:Number of groups} = {res}{ralign 8:92}
{txt}Family: {lalign 8:Binomial}{col 52}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 52}{ralign 16:min} = {res}{ralign 8:1}
{txt}Correlation: {res}independent{txt}{col 52}{ralign 16:avg} = {res}{ralign 8:5.7}
{txt}{col 52}{ralign 16:max} = {res}{ralign 8:7}
{txt}{col 52}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 8:69.43}
{txt}Scale parameter = {res}1{txt}{col 52}{txt}{lalign 16:Prob > chi2} = {res}{ralign 8:0.0000}

{txt}Pearson chi2({res:522}){col 21} = {res}{ralign 8:144.86}{txt}{col 52}{lalign 16:Deviance} = {res}{ralign 8:160.77}
{txt}Dispersion (Pearson){col 21} = {res}{ralign 8:.2775005}{col 52}{txt}{lalign 16:Dispersion} = {res}{ralign 8:.3079944}

{txt}{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  Std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}voluntary_gs13 {c |}{col 25}{res}{space 2} 1.519665{col 37}{space 2} 3.650281{col 48}{space 1}    0.42{col 57}{space 3}0.677{col 65}{space 4}-5.634754{col 78}{space 3} 8.674084
{txt}{space 8}mgvol_h3_intrct {c |}{col 25}{res}{space 2} .2762035{col 37}{space 2} 5.793344{col 48}{space 1}    0.05{col 57}{space 3}0.962{col 65}{space 4}-11.07854{col 78}{space 3} 11.63095
{txt}{space 7}volgs13_los15pct {c |}{col 25}{res}{space 2}-.4147023{col 37}{space 2} 2.578117{col 48}{space 1}   -0.16{col 57}{space 3}0.872{col 65}{space 4}-5.467719{col 78}{space 3} 4.638314
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.0552568{col 37}{space 2} .2630794{col 48}{space 1}   -0.21{col 57}{space 3}0.834{col 65}{space 4}-.5708829{col 78}{space 3} .4603693
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .2744095{col 37}{space 2} .3577342{col 48}{space 1}    0.77{col 57}{space 3}0.443{col 65}{space 4}-.4267367{col 78}{space 3} .9755557
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0174109{col 37}{space 2} .0585353{col 48}{space 1}   -0.30{col 57}{space 3}0.766{col 65}{space 4} -.132138{col 78}{space 3} .0973161
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2}-.3526143{col 37}{space 2} .3845563{col 48}{space 1}   -0.92{col 57}{space 3}0.359{col 65}{space 4}-1.106331{col 78}{space 3} .4011022
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0664864{col 37}{space 2} .0564398{col 48}{space 1}    1.18{col 57}{space 3}0.239{col 65}{space 4}-.0441335{col 78}{space 3} .1771063
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0015612{col 37}{space 2} .0049423{col 48}{space 1}    0.32{col 57}{space 3}0.752{col 65}{space 4}-.0081256{col 78}{space 3}  .011248
{txt}{space 16}accrate {c |}{col 25}{res}{space 2} -.103396{col 37}{space 2} 1.284855{col 48}{space 1}   -0.08{col 57}{space 3}0.936{col 65}{space 4}-2.621666{col 78}{space 3} 2.414874
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.7144196{col 37}{space 2} .3024791{col 48}{space 1}   -2.36{col 57}{space 3}0.018{col 65}{space 4}-1.307268{col 78}{space 3}-.1215714
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0351368{col 37}{space 2} .2409906{col 48}{space 1}    0.15{col 57}{space 3}0.884{col 65}{space 4} -.437196{col 78}{space 3} .5074696
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .1019546{col 37}{space 2} .2394032{col 48}{space 1}    0.43{col 57}{space 3}0.670{col 65}{space 4}-.3672671{col 78}{space 3} .5711762
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .3254737{col 37}{space 2} .2596834{col 48}{space 1}    1.25{col 57}{space 3}0.210{col 65}{space 4}-.1834964{col 78}{space 3} .8344438
{txt}{space 21}y5 {c |}{col 25}{res}{space 2}  .200369{col 37}{space 2} .2525471{col 48}{space 1}    0.79{col 57}{space 3}0.428{col 65}{space 4}-.2946142{col 78}{space 3} .6953522
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .3020451{col 37}{space 2} .2481727{col 48}{space 1}    1.22{col 57}{space 3}0.224{col 65}{space 4}-.1843645{col 78}{space 3} .7884546
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.254862{col 37}{space 2} .2431049{col 48}{space 1}    5.16{col 57}{space 3}0.000{col 65}{space 4} .7783855{col 78}{space 3} 1.731339
{txt}{space 8}voluntary_gs13b {c |}{col 25}{res}{space 2}-.9818196{col 37}{space 2} 5.226637{col 48}{space 1}   -0.19{col 57}{space 3}0.851{col 65}{space 4}-11.22584{col 78}{space 3}   9.2622
{txt}{space 6}volgs13_los15pctb {c |}{col 25}{res}{space 2}-6.771029{col 37}{space 2} 4.099884{col 48}{space 1}   -1.65{col 57}{space 3}0.099{col 65}{space 4}-14.80665{col 78}{space 3} 1.264596
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .9969986{col 37}{space 2} .5418926{col 48}{space 1}    1.84{col 57}{space 3}0.066{col 65}{space 4}-.0650914{col 78}{space 3} 2.059089
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .3456103{col 37}{space 2}  .387753{col 48}{space 1}    0.89{col 57}{space 3}0.373{col 65}{space 4}-.4143716{col 78}{space 3} 1.105592
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2}  .020457{col 37}{space 2} .0874477{col 48}{space 1}    0.23{col 57}{space 3}0.815{col 65}{space 4}-.1509373{col 78}{space 3} .1918513
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0056202{col 37}{space 2}  .006336{col 48}{space 1}   -0.89{col 57}{space 3}0.375{col 65}{space 4}-.0180386{col 78}{space 3} .0067982
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-.5465222{col 37}{space 2} 2.018635{col 48}{space 1}   -0.27{col 57}{space 3}0.787{col 65}{space 4}-4.502973{col 78}{space 3} 3.409929
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.314987{col 37}{space 2} .5286941{col 48}{space 1}   -2.49{col 57}{space 3}0.013{col 65}{space 4}-2.351208{col 78}{space 3}-.2787656
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0298602{col 37}{space 2} .0914621{col 48}{space 1}   -0.33{col 57}{space 3}0.744{col 65}{space 4}-.2091226{col 78}{space 3} .1494023
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .3981757{col 37}{space 2} .7263135{col 48}{space 1}    0.55{col 57}{space 3}0.584{col 65}{space 4}-1.025373{col 78}{space 3} 1.821724
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .2012595{col 37}{space 2} .9600234{col 48}{space 1}    0.21{col 57}{space 3}0.834{col 65}{space 4}-1.680352{col 78}{space 3} 2.082871
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.2674869{col 37}{space 2} .5082088{col 48}{space 1}   -0.53{col 57}{space 3}0.599{col 65}{space 4}-1.263558{col 78}{space 3} .7285841
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}1.2968309
{txt}Iteration 2:  Tolerance = {res}.19898383
{txt}Iteration 3:  Tolerance = {res}.07233585
{txt}Iteration 4:  Tolerance = {res}.03116692
{txt}Iteration 5:  Tolerance = {res}.01134092
{txt}Iteration 6:  Tolerance = {res}.00456061
{txt}Iteration 7:  Tolerance = {res}.00198537
{txt}Iteration 8:  Tolerance = {res}.00085239
{txt}Iteration 9:  Tolerance = {res}.00036378
{txt}Iteration 10: Tolerance = {res}.00015491
{txt}Iteration 11: Tolerance = {res}.00006593
{txt}Iteration 12: Tolerance = {res}.00002807
{txt}Iteration 13: Tolerance = {res}.00001195
{txt}Iteration 14: Tolerance = {res}5.095e-06
{txt}Iteration 15: Tolerance = {res}2.173e-06
{txt}Iteration 16: Tolerance = {res}9.271e-07

{txt}GEE population-averaged model{col 54}{txt}{lalign 16:Number of obs} = {res}{ralign 6:522}
{txt}Group and time vars: {res}a_id fy{txt}{col 54}{txt}{lalign 16:Number of groups} = {res}{ralign 6:92}
{txt}Family: {lalign 8:Binomial}{col 54}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 54}{ralign 16:min} = {res}{ralign 6:1}
{txt}Correlation: {res}unstructured{txt}{col 54}{ralign 16:avg} = {res}{ralign 6:5.7}
{txt}{col 54}{ralign 16:max} = {res}{ralign 6:7}
{txt}{col 54}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 6:323.82}
{txt}Scale parameter = {res}1{txt}{col 54}{txt}{lalign 16:Prob > chi2} = {res}{ralign 6:0.0000}

{txt}{ralign 89:(Std. err. adjusted for clustering on {res:a_id})}
{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 25}{c |}{col 37}  Semirobust
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}voluntary_gs13 {c |}{col 25}{res}{space 2}  .513452{col 37}{space 2} 1.845417{col 48}{space 1}    0.28{col 57}{space 3}0.781{col 65}{space 4}-3.103498{col 78}{space 3} 4.130402
{txt}{space 8}mgvol_h3_intrct {c |}{col 25}{res}{space 2}-2.016273{col 37}{space 2} 3.104939{col 48}{space 1}   -0.65{col 57}{space 3}0.516{col 65}{space 4}-8.101843{col 78}{space 3} 4.069296
{txt}{space 7}volgs13_los15pct {c |}{col 25}{res}{space 2}-.1357666{col 37}{space 2} 1.029339{col 48}{space 1}   -0.13{col 57}{space 3}0.895{col 65}{space 4}-2.153234{col 78}{space 3} 1.881701
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.0346934{col 37}{space 2}  .115574{col 48}{space 1}   -0.30{col 57}{space 3}0.764{col 65}{space 4}-.2612142{col 78}{space 3} .1918274
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .2826788{col 37}{space 2} .1976414{col 48}{space 1}    1.43{col 57}{space 3}0.153{col 65}{space 4}-.1046912{col 78}{space 3} .6700488
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0146368{col 37}{space 2} .0242042{col 48}{space 1}   -0.60{col 57}{space 3}0.545{col 65}{space 4}-.0620762{col 78}{space 3} .0328026
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2} .1207873{col 37}{space 2} .2384433{col 48}{space 1}    0.51{col 57}{space 3}0.612{col 65}{space 4} -.346553{col 78}{space 3} .5881276
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0810891{col 37}{space 2} .0272063{col 48}{space 1}    2.98{col 57}{space 3}0.003{col 65}{space 4} .0277658{col 78}{space 3} .1344124
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0009869{col 37}{space 2} .0016683{col 48}{space 1}    0.59{col 57}{space 3}0.554{col 65}{space 4} -.002283{col 78}{space 3} .0042568
{txt}{space 16}accrate {c |}{col 25}{res}{space 2} .3328994{col 37}{space 2} .5433217{col 48}{space 1}    0.61{col 57}{space 3}0.540{col 65}{space 4}-.7319916{col 78}{space 3}  1.39779
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.8071781{col 37}{space 2} .1652324{col 48}{space 1}   -4.89{col 57}{space 3}0.000{col 65}{space 4}-1.131028{col 78}{space 3}-.4833286
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0177483{col 37}{space 2}  .082643{col 48}{space 1}    0.21{col 57}{space 3}0.830{col 65}{space 4} -.144229{col 78}{space 3} .1797255
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .0750503{col 37}{space 2} .0997427{col 48}{space 1}    0.75{col 57}{space 3}0.452{col 65}{space 4}-.1204418{col 78}{space 3} .2705423
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .3173718{col 37}{space 2} .1232422{col 48}{space 1}    2.58{col 57}{space 3}0.010{col 65}{space 4} .0758217{col 78}{space 3}  .558922
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2000528{col 37}{space 2} .1025257{col 48}{space 1}    1.95{col 57}{space 3}0.051{col 65}{space 4}-.0008938{col 78}{space 3} .4009993
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2984545{col 37}{space 2} .1080199{col 48}{space 1}    2.76{col 57}{space 3}0.006{col 65}{space 4} .0867395{col 78}{space 3} .5101695
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.195244{col 37}{space 2} .1044526{col 48}{space 1}   11.44{col 57}{space 3}0.000{col 65}{space 4} .9905203{col 78}{space 3} 1.399967
{txt}{space 8}voluntary_gs13b {c |}{col 25}{res}{space 2} .0068794{col 37}{space 2}  3.25477{col 48}{space 1}    0.00{col 57}{space 3}0.998{col 65}{space 4}-6.372353{col 78}{space 3} 6.386112
{txt}{space 6}volgs13_los15pctb {c |}{col 25}{res}{space 2}-6.576766{col 37}{space 2} 2.311254{col 48}{space 1}   -2.85{col 57}{space 3}0.004{col 65}{space 4}-11.10674{col 78}{space 3}-2.046792
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .9929336{col 37}{space 2} .4088709{col 48}{space 1}    2.43{col 57}{space 3}0.015{col 65}{space 4} .1915614{col 78}{space 3} 1.794306
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} -.115128{col 37}{space 2} .2437837{col 48}{space 1}   -0.47{col 57}{space 3}0.637{col 65}{space 4}-.5929352{col 78}{space 3} .3626793
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2} .0021299{col 37}{space 2} .0635885{col 48}{space 1}    0.03{col 57}{space 3}0.973{col 65}{space 4}-.1225012{col 78}{space 3}  .126761
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0055509{col 37}{space 2} .0032705{col 48}{space 1}   -1.70{col 57}{space 3}0.090{col 65}{space 4}-.0119609{col 78}{space 3} .0008591
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-.8785867{col 37}{space 2} 1.239383{col 48}{space 1}   -0.71{col 57}{space 3}0.478{col 65}{space 4}-3.307733{col 78}{space 3}  1.55056
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.016766{col 37}{space 2} .3389303{col 48}{space 1}   -3.00{col 57}{space 3}0.003{col 65}{space 4}-1.681057{col 78}{space 3}-.3524749
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0313605{col 37}{space 2} .0563319{col 48}{space 1}   -0.56{col 57}{space 3}0.578{col 65}{space 4}-.1417689{col 78}{space 3} .0790479
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .3085606{col 37}{space 2} .4295809{col 48}{space 1}    0.72{col 57}{space 3}0.473{col 65}{space 4}-.5334025{col 78}{space 3} 1.150524
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .4141892{col 37}{space 2} .5542267{col 48}{space 1}    0.75{col 57}{space 3}0.455{col 65}{space 4}-.6720752{col 78}{space 3} 1.500454
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.4370297{col 37}{space 2} .3555179{col 48}{space 1}   -1.23{col 57}{space 3}0.219{col 65}{space 4}-1.133832{col 78}{space 3} .2597725
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}


{col 15}QIC and QIC_u
___________________________________________
{col 1}Corr =                  {res}uns
{txt}{col 1}Family =                {res}bin
{txt}{col 1}Link =               {res}probit
{txt}{col 1}p =         {res}             29
{txt}{col 1}Trace =     {res}          9.548
{txt}{col 1}QIC =       {res}        572.042
{txt}{col 1}QIC_u =     {res}        610.946
{txt}___________________________________________
({res}est6{txt} stored)

{com}. *
. estadd scalar qic = r(qic)

{txt}added scalar:
                e(qic) =  {res}572.04229
{txt}
{com}. 
. eststo: calculate 1-(r(p)-r(qic))/(1-$qic_null)
.21870373
{txt}({res}est7{txt} stored)

{com}. estadd scalar pseudor = r(result)

{txt}added scalar:
            e(pseudor) =  {res}.21870373
{txt}
{com}. *
. *
. 
. * [MODEL 20, FIGURE 6E] H4 
. eststo: qic delay_pct voluntary_gs13 mgvol_h4_intrct volgs13_los15pct  cio5 activityno_permil_pct cio_tenure  lnitemp lnprojsize projects_no accrate  newprojects_pct y1-y7 voluntary_gs13b volgs13_los15pctb activityno_permil_pctb lnitempb lnprojsizeb projects_nob accrateb newprojects_pctb cio_tenureb   dmeratio_totalspending dmeratio_totalspendingb   if e(sample), i(a_id) t(fy) fam(bin) link(probit) corr(uns)
{txt}note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}.00001638
{txt}Iteration 2:  Tolerance = {res}1.880e-06
{txt}Iteration 3:  Tolerance = {res}2.110e-07

{txt}GEE population-averaged model{col 52}{txt}{lalign 16:Number of obs} = {res}{ralign 8:522}
{txt}Group variable: {res}a_id{txt}{col 52}{txt}{lalign 16:Number of groups} = {res}{ralign 8:92}
{txt}Family: {lalign 8:Binomial}{col 52}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 52}{ralign 16:min} = {res}{ralign 8:1}
{txt}Correlation: {res}independent{txt}{col 52}{ralign 16:avg} = {res}{ralign 8:5.7}
{txt}{col 52}{ralign 16:max} = {res}{ralign 8:7}
{txt}{col 52}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 8:69.29}
{txt}Scale parameter = {res}1{txt}{col 52}{txt}{lalign 16:Prob > chi2} = {res}{ralign 8:0.0000}

{txt}Pearson chi2({res:522}){col 21} = {res}{ralign 8:142.97}{txt}{col 52}{lalign 16:Deviance} = {res}{ralign 8:159.88}
{txt}Dispersion (Pearson){col 21} = {res}{ralign 8:.2738885}{col 52}{txt}{lalign 16:Dispersion} = {res}{ralign 8:.3062889}

{txt}{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  Std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}voluntary_gs13 {c |}{col 25}{res}{space 2} 3.972855{col 37}{space 2} 4.582398{col 48}{space 1}    0.87{col 57}{space 3}0.386{col 65}{space 4}-5.008479{col 78}{space 3} 12.95419
{txt}{space 8}mgvol_h4_intrct {c |}{col 25}{res}{space 2}-6.584998{col 37}{space 2} 7.210907{col 48}{space 1}   -0.91{col 57}{space 3}0.361{col 65}{space 4}-20.71812{col 78}{space 3} 7.548119
{txt}{space 7}volgs13_los15pct {c |}{col 25}{res}{space 2}-.9307067{col 37}{space 2} 2.871053{col 48}{space 1}   -0.32{col 57}{space 3}0.746{col 65}{space 4}-6.557866{col 78}{space 3} 4.696453
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.0486924{col 37}{space 2} .1985779{col 48}{space 1}   -0.25{col 57}{space 3}0.806{col 65}{space 4}-.4378979{col 78}{space 3} .3405132
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .4542762{col 37}{space 2} .4047611{col 48}{space 1}    1.12{col 57}{space 3}0.262{col 65}{space 4} -.339041{col 78}{space 3} 1.247593
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0154704{col 37}{space 2} .0585252{col 48}{space 1}   -0.26{col 57}{space 3}0.792{col 65}{space 4}-.1301777{col 78}{space 3} .0992368
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2}-.3969954{col 37}{space 2} .3875199{col 48}{space 1}   -1.02{col 57}{space 3}0.306{col 65}{space 4}-1.156521{col 78}{space 3} .3625297
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0682287{col 37}{space 2} .0561658{col 48}{space 1}    1.21{col 57}{space 3}0.224{col 65}{space 4}-.0418542{col 78}{space 3} .1783117
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0016972{col 37}{space 2} .0049361{col 48}{space 1}    0.34{col 57}{space 3}0.731{col 65}{space 4}-.0079774{col 78}{space 3} .0113719
{txt}{space 16}accrate {c |}{col 25}{res}{space 2}-.0910029{col 37}{space 2} 1.278421{col 48}{space 1}   -0.07{col 57}{space 3}0.943{col 65}{space 4}-2.596661{col 78}{space 3} 2.414656
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.7204662{col 37}{space 2}  .301969{col 48}{space 1}   -2.39{col 57}{space 3}0.017{col 65}{space 4}-1.312315{col 78}{space 3}-.1286179
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0379122{col 37}{space 2} .2413436{col 48}{space 1}    0.16{col 57}{space 3}0.875{col 65}{space 4}-.4351125{col 78}{space 3} .5109368
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .1068298{col 37}{space 2} .2393247{col 48}{space 1}    0.45{col 57}{space 3}0.655{col 65}{space 4}-.3622379{col 78}{space 3} .5758976
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .3358283{col 37}{space 2} .2597519{col 48}{space 1}    1.29{col 57}{space 3}0.196{col 65}{space 4} -.173276{col 78}{space 3} .8449325
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2119286{col 37}{space 2} .2519126{col 48}{space 1}    0.84{col 57}{space 3}0.400{col 65}{space 4}-.2818109{col 78}{space 3} .7056682
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .3188333{col 37}{space 2} .2481426{col 48}{space 1}    1.28{col 57}{space 3}0.199{col 65}{space 4}-.1675173{col 78}{space 3}  .805184
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.274687{col 37}{space 2} .2439984{col 48}{space 1}    5.22{col 57}{space 3}0.000{col 65}{space 4} .7964592{col 78}{space 3} 1.752915
{txt}{space 8}voluntary_gs13b {c |}{col 25}{res}{space 2}-.7972152{col 37}{space 2} 5.310423{col 48}{space 1}   -0.15{col 57}{space 3}0.881{col 65}{space 4}-11.20545{col 78}{space 3} 9.611022
{txt}{space 6}volgs13_los15pctb {c |}{col 25}{res}{space 2}-6.737166{col 37}{space 2} 4.138917{col 48}{space 1}   -1.63{col 57}{space 3}0.104{col 65}{space 4}-14.84929{col 78}{space 3} 1.374962
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} 1.019159{col 37}{space 2} .5431616{col 48}{space 1}    1.88{col 57}{space 3}0.061{col 65}{space 4} -.045418{col 78}{space 3} 2.083736
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .3903701{col 37}{space 2} .3906939{col 48}{space 1}    1.00{col 57}{space 3}0.318{col 65}{space 4} -.375376{col 78}{space 3} 1.156116
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2} .0261918{col 37}{space 2} .0878039{col 48}{space 1}    0.30{col 57}{space 3}0.765{col 65}{space 4}-.1459006{col 78}{space 3} .1982842
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0059978{col 37}{space 2} .0063228{col 48}{space 1}   -0.95{col 57}{space 3}0.343{col 65}{space 4}-.0183903{col 78}{space 3} .0063947
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-.6550598{col 37}{space 2} 2.045778{col 48}{space 1}   -0.32{col 57}{space 3}0.749{col 65}{space 4}-4.664711{col 78}{space 3} 3.354592
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.292036{col 37}{space 2} .5299229{col 48}{space 1}   -2.44{col 57}{space 3}0.015{col 65}{space 4}-2.330666{col 78}{space 3}-.2534065
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0335698{col 37}{space 2}  .091215{col 48}{space 1}   -0.37{col 57}{space 3}0.713{col 65}{space 4}-.2123478{col 78}{space 3} .1452083
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .3957094{col 37}{space 2} .7258917{col 48}{space 1}    0.55{col 57}{space 3}0.586{col 65}{space 4}-1.027012{col 78}{space 3} 1.818431
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .1871652{col 37}{space 2} .9527756{col 48}{space 1}    0.20{col 57}{space 3}0.844{col 65}{space 4}-1.680241{col 78}{space 3} 2.054571
{txt}{space 18}_cons {c |}{col 25}{res}{space 2} -.354915{col 37}{space 2} .5144786{col 48}{space 1}   -0.69{col 57}{space 3}0.490{col 65}{space 4}-1.363275{col 78}{space 3} .6534446
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}.33156128
{txt}Iteration 2:  Tolerance = {res}.10871028
{txt}Iteration 3:  Tolerance = {res}.03946876
{txt}Iteration 4:  Tolerance = {res}.01623315
{txt}Iteration 5:  Tolerance = {res}.0073014
{txt}Iteration 6:  Tolerance = {res}.00343228
{txt}Iteration 7:  Tolerance = {res}.00154798
{txt}Iteration 8:  Tolerance = {res}.00068336
{txt}Iteration 9:  Tolerance = {res}.00029835
{txt}Iteration 10: Tolerance = {res}.00012955
{txt}Iteration 11: Tolerance = {res}.00005612
{txt}Iteration 12: Tolerance = {res}.00002429
{txt}Iteration 13: Tolerance = {res}.00001052
{txt}Iteration 14: Tolerance = {res}4.556e-06
{txt}Iteration 15: Tolerance = {res}1.975e-06
{txt}Iteration 16: Tolerance = {res}8.566e-07

{txt}GEE population-averaged model{col 54}{txt}{lalign 16:Number of obs} = {res}{ralign 6:522}
{txt}Group and time vars: {res}a_id fy{txt}{col 54}{txt}{lalign 16:Number of groups} = {res}{ralign 6:92}
{txt}Family: {lalign 8:Binomial}{col 54}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 54}{ralign 16:min} = {res}{ralign 6:1}
{txt}Correlation: {res}unstructured{txt}{col 54}{ralign 16:avg} = {res}{ralign 6:5.7}
{txt}{col 54}{ralign 16:max} = {res}{ralign 6:7}
{txt}{col 54}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 6:333.90}
{txt}Scale parameter = {res}1{txt}{col 54}{txt}{lalign 16:Prob > chi2} = {res}{ralign 6:0.0000}

{txt}{ralign 89:(Std. err. adjusted for clustering on {res:a_id})}
{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 25}{c |}{col 37}  Semirobust
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}voluntary_gs13 {c |}{col 25}{res}{space 2} 2.604728{col 37}{space 2} 2.754511{col 48}{space 1}    0.95{col 57}{space 3}0.344{col 65}{space 4}-2.794014{col 78}{space 3} 8.003469
{txt}{space 8}mgvol_h4_intrct {c |}{col 25}{res}{space 2}-5.291075{col 37}{space 2} 3.847896{col 48}{space 1}   -1.38{col 57}{space 3}0.169{col 65}{space 4}-12.83281{col 78}{space 3} 2.250662
{txt}{space 7}volgs13_los15pct {c |}{col 25}{res}{space 2}-.6658979{col 37}{space 2} 1.305077{col 48}{space 1}   -0.51{col 57}{space 3}0.610{col 65}{space 4}-3.223801{col 78}{space 3} 1.892005
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.0934568{col 37}{space 2} .0825662{col 48}{space 1}   -1.13{col 57}{space 3}0.258{col 65}{space 4}-.2552836{col 78}{space 3}   .06837
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .4053512{col 37}{space 2} .2312613{col 48}{space 1}    1.75{col 57}{space 3}0.080{col 65}{space 4}-.0479127{col 78}{space 3} .8586151
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0094907{col 37}{space 2}  .024241{col 48}{space 1}   -0.39{col 57}{space 3}0.695{col 65}{space 4}-.0570023{col 78}{space 3} .0380209
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2} .0650215{col 37}{space 2} .2206547{col 48}{space 1}    0.29{col 57}{space 3}0.768{col 65}{space 4}-.3674537{col 78}{space 3} .4974967
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0798253{col 37}{space 2} .0301354{col 48}{space 1}    2.65{col 57}{space 3}0.008{col 65}{space 4} .0207611{col 78}{space 3} .1388895
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0012508{col 37}{space 2} .0017564{col 48}{space 1}    0.71{col 57}{space 3}0.476{col 65}{space 4}-.0021917{col 78}{space 3} .0046933
{txt}{space 16}accrate {c |}{col 25}{res}{space 2} .4070993{col 37}{space 2} .5441435{col 48}{space 1}    0.75{col 57}{space 3}0.454{col 65}{space 4}-.6594023{col 78}{space 3} 1.473601
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2} -.828192{col 37}{space 2} .1654183{col 48}{space 1}   -5.01{col 57}{space 3}0.000{col 65}{space 4}-1.152406{col 78}{space 3} -.503978
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0174035{col 37}{space 2} .0839071{col 48}{space 1}    0.21{col 57}{space 3}0.836{col 65}{space 4}-.1470514{col 78}{space 3} .1818585
{txt}{space 21}y3 {c |}{col 25}{res}{space 2}  .080482{col 37}{space 2} .1003013{col 48}{space 1}    0.80{col 57}{space 3}0.422{col 65}{space 4}-.1161049{col 78}{space 3}  .277069
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .3359832{col 37}{space 2} .1236793{col 48}{space 1}    2.72{col 57}{space 3}0.007{col 65}{space 4} .0935763{col 78}{space 3} .5783901
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2023576{col 37}{space 2} .1022798{col 48}{space 1}    1.98{col 57}{space 3}0.048{col 65}{space 4}  .001893{col 78}{space 3} .4028222
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .3054757{col 37}{space 2} .1081242{col 48}{space 1}    2.83{col 57}{space 3}0.005{col 65}{space 4} .0935562{col 78}{space 3} .5173952
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.212948{col 37}{space 2} .1042544{col 48}{space 1}   11.63{col 57}{space 3}0.000{col 65}{space 4} 1.008613{col 78}{space 3} 1.417283
{txt}{space 8}voluntary_gs13b {c |}{col 25}{res}{space 2}-.2888696{col 37}{space 2} 3.306294{col 48}{space 1}   -0.09{col 57}{space 3}0.930{col 65}{space 4}-6.769087{col 78}{space 3} 6.191348
{txt}{space 6}volgs13_los15pctb {c |}{col 25}{res}{space 2}-6.428768{col 37}{space 2} 2.235114{col 48}{space 1}   -2.88{col 57}{space 3}0.004{col 65}{space 4}-10.80951{col 78}{space 3}-2.048025
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} 1.024509{col 37}{space 2} .3993826{col 48}{space 1}    2.57{col 57}{space 3}0.010{col 65}{space 4} .2417339{col 78}{space 3} 1.807285
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2}-.0583129{col 37}{space 2} .2272351{col 48}{space 1}   -0.26{col 57}{space 3}0.797{col 65}{space 4}-.5036855{col 78}{space 3} .3870597
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2} .0054885{col 37}{space 2} .0632447{col 48}{space 1}    0.09{col 57}{space 3}0.931{col 65}{space 4}-.1184689{col 78}{space 3} .1294459
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0056335{col 37}{space 2} .0032923{col 48}{space 1}   -1.71{col 57}{space 3}0.087{col 65}{space 4}-.0120863{col 78}{space 3} .0008194
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-.9983269{col 37}{space 2}  1.23884{col 48}{space 1}   -0.81{col 57}{space 3}0.420{col 65}{space 4}-3.426408{col 78}{space 3} 1.429754
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-.9914435{col 37}{space 2} .3340103{col 48}{space 1}   -2.97{col 57}{space 3}0.003{col 65}{space 4}-1.646092{col 78}{space 3}-.3367954
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0358079{col 37}{space 2} .0556781{col 48}{space 1}   -0.64{col 57}{space 3}0.520{col 65}{space 4} -.144935{col 78}{space 3} .0733192
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .3042974{col 37}{space 2} .4149828{col 48}{space 1}    0.73{col 57}{space 3}0.463{col 65}{space 4} -.509054{col 78}{space 3} 1.117649
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .3776896{col 37}{space 2} .5358598{col 48}{space 1}    0.70{col 57}{space 3}0.481{col 65}{space 4}-.6725764{col 78}{space 3} 1.427956
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.4962718{col 37}{space 2} .3462674{col 48}{space 1}   -1.43{col 57}{space 3}0.152{col 65}{space 4}-1.174943{col 78}{space 3} .1823998
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}


{col 15}QIC and QIC_u
___________________________________________
{col 1}Corr =                  {res}uns
{txt}{col 1}Family =                {res}bin
{txt}{col 1}Link =               {res}probit
{txt}{col 1}p =         {res}             29
{txt}{col 1}Trace =     {res}          9.420
{txt}{col 1}QIC =       {res}        570.626
{txt}{col 1}QIC_u =     {res}        609.785
{txt}___________________________________________
({res}est8{txt} stored)

{com}. *
. estadd scalar qic = r(qic)

{txt}added scalar:
                e(qic) =  {res}570.62599
{txt}
{com}. 
. eststo: calculate 1-(r(p)-r(qic))/(1-$qic_null)
.22074142
{txt}({res}est9{txt} stored)

{com}. estadd scalar pseudor = r(result)

{txt}added scalar:
            e(pseudor) =  {res}.22074142
{txt}
{com}. *
. *
. ****************************************************************************************************************************************************
. * [MODELS 21 - 24, FIGURES 3F - 6F] MANAGERIAL INVOLUNTARY TURNOVER MODELS
. gen mginvol_h2_intrct = involuntary_gs13*involgs13_los15pct
{txt}(20 missing values generated)

{com}. gen mginvol_h3_intrct = involuntary_gs13*cio5
{txt}(25 missing values generated)

{com}. gen mginvol_h4_intrct = involuntary_gs13*activityno_permil_pct
{txt}(18 missing values generated)

{com}. 
. * [MODEL 21, FIGURE 3F] H1 BASELINE HYPOTHESIS
. eststo: qic delay_pct involuntary_gs13  involgs13_los15pct cio5 activityno_permil_pct cio_tenure  lnitemp lnprojsize projects_no accrate  newprojects_pct y1-y7 involuntary_gs13b  involgs13_los15pctb activityno_permil_pctb lnitempb lnprojsizeb projects_nob accrateb newprojects_pctb cio_tenureb   dmeratio_totalspending dmeratio_totalspendingb   if e(sample), i(a_id) t(fy) fam(bin) link(probit) corr(uns)
{txt}note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}.00005098
{txt}Iteration 2:  Tolerance = {res}5.779e-06
{txt}Iteration 3:  Tolerance = {res}6.561e-07

{txt}GEE population-averaged model{col 52}{txt}{lalign 16:Number of obs} = {res}{ralign 8:522}
{txt}Group variable: {res}a_id{txt}{col 52}{txt}{lalign 16:Number of groups} = {res}{ralign 8:92}
{txt}Family: {lalign 8:Binomial}{col 52}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 52}{ralign 16:min} = {res}{ralign 8:1}
{txt}Correlation: {res}independent{txt}{col 52}{ralign 16:avg} = {res}{ralign 8:5.7}
{txt}{col 52}{ralign 16:max} = {res}{ralign 8:7}
{txt}{col 52}{txt}{lalign 16:Wald chi2({res:27})} = {res}{ralign 8:66.69}
{txt}Scale parameter = {res}1{txt}{col 52}{txt}{lalign 16:Prob > chi2} = {res}{ralign 8:0.0000}

{txt}Pearson chi2({res:522}){col 21} = {res}{ralign 8:151.94}{txt}{col 52}{lalign 16:Deviance} = {res}{ralign 8:165.37}
{txt}Dispersion (Pearson){col 21} = {res}{ralign 8:.2910782}{col 52}{txt}{lalign 16:Dispersion} = {res}{ralign 8:.3167981}

{txt}{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  Std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}involuntary_gs13 {c |}{col 25}{res}{space 2}-26.34867{col 37}{space 2} 32.15737{col 48}{space 1}   -0.82{col 57}{space 3}0.413{col 65}{space 4}-89.37595{col 78}{space 3} 36.67861
{txt}{space 5}involgs13_los15pct {c |}{col 25}{res}{space 2}-5.417077{col 37}{space 2} 40.51394{col 48}{space 1}   -0.13{col 57}{space 3}0.894{col 65}{space 4}-84.82294{col 78}{space 3} 73.98878
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.0675187{col 37}{space 2}   .19641{col 48}{space 1}   -0.34{col 57}{space 3}0.731{col 65}{space 4}-.4524752{col 78}{space 3} .3174378
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .3340757{col 37}{space 2}  .348426{col 48}{space 1}    0.96{col 57}{space 3}0.338{col 65}{space 4}-.3488267{col 78}{space 3} 1.016978
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0168613{col 37}{space 2} .0577527{col 48}{space 1}   -0.29{col 57}{space 3}0.770{col 65}{space 4}-.1300545{col 78}{space 3} .0963319
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2}-.3315501{col 37}{space 2} .3822927{col 48}{space 1}   -0.87{col 57}{space 3}0.386{col 65}{space 4} -1.08083{col 78}{space 3} .4177298
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0737283{col 37}{space 2} .0558586{col 48}{space 1}    1.32{col 57}{space 3}0.187{col 65}{space 4}-.0357526{col 78}{space 3} .1832092
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2}  .001179{col 37}{space 2}  .004865{col 48}{space 1}    0.24{col 57}{space 3}0.809{col 65}{space 4}-.0083562{col 78}{space 3} .0107141
{txt}{space 16}accrate {c |}{col 25}{res}{space 2} .0625821{col 37}{space 2} 1.231991{col 48}{space 1}    0.05{col 57}{space 3}0.959{col 65}{space 4}-2.352076{col 78}{space 3}  2.47724
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.7007026{col 37}{space 2} .2997025{col 48}{space 1}   -2.34{col 57}{space 3}0.019{col 65}{space 4}-1.288109{col 78}{space 3}-.1132965
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0511612{col 37}{space 2} .2407733{col 48}{space 1}    0.21{col 57}{space 3}0.832{col 65}{space 4}-.4207458{col 78}{space 3} .5230681
{txt}{space 21}y3 {c |}{col 25}{res}{space 2}  .106666{col 37}{space 2} .2369544{col 48}{space 1}    0.45{col 57}{space 3}0.653{col 65}{space 4}-.3577562{col 78}{space 3} .5710881
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .3195436{col 37}{space 2} .2558646{col 48}{space 1}    1.25{col 57}{space 3}0.212{col 65}{space 4}-.1819418{col 78}{space 3} .8210291
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2018983{col 37}{space 2}  .249262{col 48}{space 1}    0.81{col 57}{space 3}0.418{col 65}{space 4}-.2866463{col 78}{space 3}  .690443
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2868061{col 37}{space 2} .2451242{col 48}{space 1}    1.17{col 57}{space 3}0.242{col 65}{space 4}-.1936286{col 78}{space 3} .7672407
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.238744{col 37}{space 2} .2412096{col 48}{space 1}    5.14{col 57}{space 3}0.000{col 65}{space 4} .7659821{col 78}{space 3} 1.711506
{txt}{space 6}involuntary_gs13b {c |}{col 25}{res}{space 2} 57.30432{col 37}{space 2} 59.11138{col 48}{space 1}    0.97{col 57}{space 3}0.332{col 65}{space 4}-58.55186{col 78}{space 3} 173.1605
{txt}{space 4}involgs13_los15pctb {c |}{col 25}{res}{space 2}-1.700884{col 37}{space 2}  98.2895{col 48}{space 1}   -0.02{col 57}{space 3}0.986{col 65}{space 4}-194.3448{col 78}{space 3}  190.943
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2}  .883838{col 37}{space 2} .5323873{col 48}{space 1}    1.66{col 57}{space 3}0.097{col 65}{space 4}-.1596219{col 78}{space 3} 1.927298
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .3755541{col 37}{space 2} .3855823{col 48}{space 1}    0.97{col 57}{space 3}0.330{col 65}{space 4}-.3801734{col 78}{space 3} 1.131282
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2}-.0209055{col 37}{space 2} .0854219{col 48}{space 1}   -0.24{col 57}{space 3}0.807{col 65}{space 4}-.1883293{col 78}{space 3} .1465184
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0039977{col 37}{space 2}  .006222{col 48}{space 1}   -0.64{col 57}{space 3}0.521{col 65}{space 4}-.0161926{col 78}{space 3} .0081972
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-1.310928{col 37}{space 2} 1.899983{col 48}{space 1}   -0.69{col 57}{space 3}0.490{col 65}{space 4}-5.034826{col 78}{space 3} 2.412971
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.125414{col 37}{space 2} .5189364{col 48}{space 1}   -2.17{col 57}{space 3}0.030{col 65}{space 4}-2.142511{col 78}{space 3}-.1083172
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0269673{col 37}{space 2} .0912862{col 48}{space 1}   -0.30{col 57}{space 3}0.768{col 65}{space 4} -.205885{col 78}{space 3} .1519504
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .3665299{col 37}{space 2} .7127563{col 48}{space 1}    0.51{col 57}{space 3}0.607{col 65}{space 4}-1.030447{col 78}{space 3} 1.763507
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .1309715{col 37}{space 2} .9322923{col 48}{space 1}    0.14{col 57}{space 3}0.888{col 65}{space 4}-1.696288{col 78}{space 3} 1.958231
{txt}{space 18}_cons {c |}{col 25}{res}{space 2} -.612481{col 37}{space 2} .4678805{col 48}{space 1}   -1.31{col 57}{space 3}0.191{col 65}{space 4} -1.52951{col 78}{space 3} .3045478
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}7.3728897
{txt}Iteration 2:  Tolerance = {res}.36031186
{txt}Iteration 3:  Tolerance = {res}.32160328
{txt}Iteration 4:  Tolerance = {res}.30372521
{txt}Iteration 5:  Tolerance = {res}.26292811
{txt}Iteration 6:  Tolerance = {res}.20793662
{txt}Iteration 7:  Tolerance = {res}.15123408
{txt}Iteration 8:  Tolerance = {res}.10215478
{txt}Iteration 9:  Tolerance = {res}.06510283
{txt}Iteration 10: Tolerance = {res}.03984875
{txt}Iteration 11: Tolerance = {res}.02377564
{txt}Iteration 12: Tolerance = {res}.01397114
{txt}Iteration 13: Tolerance = {res}.00813887
{txt}Iteration 14: Tolerance = {res}.00471892
{txt}Iteration 15: Tolerance = {res}.00272931
{txt}Iteration 16: Tolerance = {res}.00157669
{txt}Iteration 17: Tolerance = {res}.00091037
{txt}Iteration 18: Tolerance = {res}.00052556
{txt}Iteration 19: Tolerance = {res}.00030342
{txt}Iteration 20: Tolerance = {res}.00017518
{txt}Iteration 21: Tolerance = {res}.00010116
{txt}Iteration 22: Tolerance = {res}.00005842
{txt}Iteration 23: Tolerance = {res}.00003374
{txt}Iteration 24: Tolerance = {res}.00001949
{txt}Iteration 25: Tolerance = {res}.00001126
{txt}Iteration 26: Tolerance = {res}6.505e-06
{txt}Iteration 27: Tolerance = {res}3.758e-06
{txt}Iteration 28: Tolerance = {res}2.171e-06
{txt}Iteration 29: Tolerance = {res}1.255e-06
{txt}Iteration 30: Tolerance = {res}7.249e-07

{txt}GEE population-averaged model{col 54}{txt}{lalign 16:Number of obs} = {res}{ralign 6:522}
{txt}Group and time vars: {res}a_id fy{txt}{col 54}{txt}{lalign 16:Number of groups} = {res}{ralign 6:92}
{txt}Family: {lalign 8:Binomial}{col 54}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 54}{ralign 16:min} = {res}{ralign 6:1}
{txt}Correlation: {res}unstructured{txt}{col 54}{ralign 16:avg} = {res}{ralign 6:5.7}
{txt}{col 54}{ralign 16:max} = {res}{ralign 6:7}
{txt}{col 54}{txt}{lalign 16:Wald chi2({res:27})} = {res}{ralign 6:296.96}
{txt}Scale parameter = {res}1{txt}{col 54}{txt}{lalign 16:Prob > chi2} = {res}{ralign 6:0.0000}

{txt}{ralign 89:(Std. err. adjusted for clustering on {res:a_id})}
{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 25}{c |}{col 37}  Semirobust
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}involuntary_gs13 {c |}{col 25}{res}{space 2}-.9004654{col 37}{space 2} 9.075284{col 48}{space 1}   -0.10{col 57}{space 3}0.921{col 65}{space 4} -18.6877{col 78}{space 3} 16.88676
{txt}{space 5}involgs13_los15pct {c |}{col 25}{res}{space 2}-1.004325{col 37}{space 2} 13.68034{col 48}{space 1}   -0.07{col 57}{space 3}0.941{col 65}{space 4}-27.81731{col 78}{space 3} 25.80866
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.1611636{col 37}{space 2} .0845595{col 48}{space 1}   -1.91{col 57}{space 3}0.057{col 65}{space 4}-.3268971{col 78}{space 3}   .00457
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .2548252{col 37}{space 2} .1974594{col 48}{space 1}    1.29{col 57}{space 3}0.197{col 65}{space 4}-.1321882{col 78}{space 3} .6418386
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0106166{col 37}{space 2} .0241412{col 48}{space 1}   -0.44{col 57}{space 3}0.660{col 65}{space 4}-.0579324{col 78}{space 3} .0366992
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2} .2445108{col 37}{space 2} .2666967{col 48}{space 1}    0.92{col 57}{space 3}0.359{col 65}{space 4}-.2782052{col 78}{space 3} .7672268
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0676632{col 37}{space 2} .0334384{col 48}{space 1}    2.02{col 57}{space 3}0.043{col 65}{space 4} .0021251{col 78}{space 3} .1332014
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2}  .001409{col 37}{space 2} .0019147{col 48}{space 1}    0.74{col 57}{space 3}0.462{col 65}{space 4}-.0023438{col 78}{space 3} .0051618
{txt}{space 16}accrate {c |}{col 25}{res}{space 2} .5791958{col 37}{space 2} .5703038{col 48}{space 1}    1.02{col 57}{space 3}0.310{col 65}{space 4}-.5385791{col 78}{space 3} 1.696971
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.8449463{col 37}{space 2}   .17523{col 48}{space 1}   -4.82{col 57}{space 3}0.000{col 65}{space 4}-1.188391{col 78}{space 3}-.5015018
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0092894{col 37}{space 2} .0863488{col 48}{space 1}    0.11{col 57}{space 3}0.914{col 65}{space 4}-.1599511{col 78}{space 3}   .17853
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .0730881{col 37}{space 2} .0988561{col 48}{space 1}    0.74{col 57}{space 3}0.460{col 65}{space 4}-.1206663{col 78}{space 3} .2668424
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .3462727{col 37}{space 2} .1219536{col 48}{space 1}    2.84{col 57}{space 3}0.005{col 65}{space 4} .1072481{col 78}{space 3} .5852974
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2096209{col 37}{space 2} .1040456{col 48}{space 1}    2.01{col 57}{space 3}0.044{col 65}{space 4} .0056952{col 78}{space 3} .4135465
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2705229{col 37}{space 2} .1119433{col 48}{space 1}    2.42{col 57}{space 3}0.016{col 65}{space 4} .0511181{col 78}{space 3} .4899277
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.166929{col 37}{space 2} .1070751{col 48}{space 1}   10.90{col 57}{space 3}0.000{col 65}{space 4} .9570659{col 78}{space 3} 1.376793
{txt}{space 6}involuntary_gs13b {c |}{col 25}{res}{space 2} 44.85875{col 37}{space 2} 30.98476{col 48}{space 1}    1.45{col 57}{space 3}0.148{col 65}{space 4}-15.87026{col 78}{space 3} 105.5878
{txt}{space 4}involgs13_los15pctb {c |}{col 25}{res}{space 2} 32.53701{col 37}{space 2} 53.89426{col 48}{space 1}    0.60{col 57}{space 3}0.546{col 65}{space 4}-73.09381{col 78}{space 3} 138.1678
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .8810768{col 37}{space 2} .3872812{col 48}{space 1}    2.28{col 57}{space 3}0.023{col 65}{space 4} .1220195{col 78}{space 3} 1.640134
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2}-.1947464{col 37}{space 2} .2695737{col 48}{space 1}   -0.72{col 57}{space 3}0.470{col 65}{space 4}-.7231012{col 78}{space 3} .3336084
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2}-.0201731{col 37}{space 2} .0699569{col 48}{space 1}   -0.29{col 57}{space 3}0.773{col 65}{space 4}-.1572861{col 78}{space 3} .1169399
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0036874{col 37}{space 2}  .002918{col 48}{space 1}   -1.26{col 57}{space 3}0.206{col 65}{space 4}-.0094066{col 78}{space 3} .0020318
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-1.535599{col 37}{space 2} 1.277114{col 48}{space 1}   -1.20{col 57}{space 3}0.229{col 65}{space 4}-4.038697{col 78}{space 3} .9674986
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-.7834573{col 37}{space 2}  .393858{col 48}{space 1}   -1.99{col 57}{space 3}0.047{col 65}{space 4}-1.555405{col 78}{space 3}-.0115098
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0108065{col 37}{space 2} .0591023{col 48}{space 1}   -0.18{col 57}{space 3}0.855{col 65}{space 4}-.1266449{col 78}{space 3}  .105032
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .0879215{col 37}{space 2} .4623784{col 48}{space 1}    0.19{col 57}{space 3}0.849{col 65}{space 4}-.8183236{col 78}{space 3} .9941666
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2}  .286597{col 37}{space 2} .5257073{col 48}{space 1}    0.55{col 57}{space 3}0.586{col 65}{space 4}-.7437704{col 78}{space 3} 1.316964
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.7449949{col 37}{space 2} .4162369{col 48}{space 1}   -1.79{col 57}{space 3}0.073{col 65}{space 4}-1.560804{col 78}{space 3} .0708145
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}


{col 15}QIC and QIC_u
___________________________________________
{col 1}Corr =                  {res}uns
{txt}{col 1}Family =                {res}bin
{txt}{col 1}Link =               {res}probit
{txt}{col 1}p =         {res}             28
{txt}{col 1}Trace =     {res}          9.447
{txt}{col 1}QIC =       {res}        578.893
{txt}{col 1}QIC_u =     {res}        615.999
{txt}___________________________________________
({res}est10{txt} stored)

{com}. *
. estadd scalar qic = r(qic)

{txt}added scalar:
                e(qic) =  {res}578.89297
{txt}
{com}. 
. eststo: calculate 1-(r(p)-r(qic))/(1-$qic_null)
.20740865
{txt}({res}est11{txt} stored)

{com}. estadd scalar pseudor = r(result)

{txt}added scalar:
            e(pseudor) =  {res}.20740865
{txt}
{com}. *
. *
. 
. 
. * [MODEL 22, FIGURE 4F] H2 
. eststo: qic delay_pct involuntary_gs13 mginvol_h2_intrct involgs13_los15pct cio5 activityno_permil_pct cio_tenure  lnitemp lnprojsize projects_no accrate  newprojects_pct y1-y7 involuntary_gs13b  involgs13_los15pctb activityno_permil_pctb lnitempb lnprojsizeb projects_nob accrateb newprojects_pctb cio_tenureb   dmeratio_totalspending dmeratio_totalspendingb   if e(sample), i(a_id) t(fy) fam(bin) link(probit) corr(uns)
{txt}note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}.00001977
{txt}Iteration 2:  Tolerance = {res}2.356e-06
{txt}Iteration 3:  Tolerance = {res}2.780e-07

{txt}GEE population-averaged model{col 52}{txt}{lalign 16:Number of obs} = {res}{ralign 8:522}
{txt}Group variable: {res}a_id{txt}{col 52}{txt}{lalign 16:Number of groups} = {res}{ralign 8:92}
{txt}Family: {lalign 8:Binomial}{col 52}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 52}{ralign 16:min} = {res}{ralign 8:1}
{txt}Correlation: {res}independent{txt}{col 52}{ralign 16:avg} = {res}{ralign 8:5.7}
{txt}{col 52}{ralign 16:max} = {res}{ralign 8:7}
{txt}{col 52}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 8:66.64}
{txt}Scale parameter = {res}1{txt}{col 52}{txt}{lalign 16:Prob > chi2} = {res}{ralign 8:0.0001}

{txt}Pearson chi2({res:522}){col 21} = {res}{ralign 8:151.82}{txt}{col 52}{lalign 16:Deviance} = {res}{ralign 8:165.24}
{txt}Dispersion (Pearson){col 21} = {res}{ralign 8:.2908471}{col 52}{txt}{lalign 16:Dispersion} = {res}{ralign 8:.3165534}

{txt}{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  Std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}involuntary_gs13 {c |}{col 25}{res}{space 2}-24.85824{col 37}{space 2} 31.44879{col 48}{space 1}   -0.79{col 57}{space 3}0.429{col 65}{space 4}-86.49672{col 78}{space 3} 36.78025
{txt}{space 6}mginvol_h2_intrct {c |}{col 25}{res}{space 2}-1525.233{col 37}{space 2} 4232.706{col 48}{space 1}   -0.36{col 57}{space 3}0.719{col 65}{space 4}-9821.184{col 78}{space 3} 6770.719
{txt}{space 5}involgs13_los15pct {c |}{col 25}{res}{space 2}  14.5735{col 37}{space 2} 67.66192{col 48}{space 1}    0.22{col 57}{space 3}0.829{col 65}{space 4}-118.0414{col 78}{space 3} 147.1884
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.0705439{col 37}{space 2} .1966915{col 48}{space 1}   -0.36{col 57}{space 3}0.720{col 65}{space 4}-.4560521{col 78}{space 3} .3149643
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .3375117{col 37}{space 2} .3487102{col 48}{space 1}    0.97{col 57}{space 3}0.333{col 65}{space 4}-.3459478{col 78}{space 3} 1.020971
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0160213{col 37}{space 2}  .057837{col 48}{space 1}   -0.28{col 57}{space 3}0.782{col 65}{space 4}-.1293796{col 78}{space 3} .0973371
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2}-.3293323{col 37}{space 2} .3824356{col 48}{space 1}   -0.86{col 57}{space 3}0.389{col 65}{space 4}-1.078892{col 78}{space 3} .4202277
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0739906{col 37}{space 2} .0558167{col 48}{space 1}    1.33{col 57}{space 3}0.185{col 65}{space 4} -.035408{col 78}{space 3} .1833893
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0012128{col 37}{space 2} .0048661{col 48}{space 1}    0.25{col 57}{space 3}0.803{col 65}{space 4}-.0083246{col 78}{space 3} .0107501
{txt}{space 16}accrate {c |}{col 25}{res}{space 2} .0721181{col 37}{space 2} 1.231913{col 48}{space 1}    0.06{col 57}{space 3}0.953{col 65}{space 4}-2.342387{col 78}{space 3} 2.486623
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.7015838{col 37}{space 2} .2998075{col 48}{space 1}   -2.34{col 57}{space 3}0.019{col 65}{space 4}-1.289196{col 78}{space 3}-.1139719
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0483527{col 37}{space 2}  .240906{col 48}{space 1}    0.20{col 57}{space 3}0.841{col 65}{space 4}-.4238144{col 78}{space 3} .5205198
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .1054156{col 37}{space 2} .2369337{col 48}{space 1}    0.44{col 57}{space 3}0.656{col 65}{space 4}-.3589659{col 78}{space 3}  .569797
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .3224704{col 37}{space 2} .2560299{col 48}{space 1}    1.26{col 57}{space 3}0.208{col 65}{space 4}-.1793389{col 78}{space 3} .8242797
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2036198{col 37}{space 2} .2492481{col 48}{space 1}    0.82{col 57}{space 3}0.414{col 65}{space 4}-.2848974{col 78}{space 3}  .692137
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2887695{col 37}{space 2} .2451799{col 48}{space 1}    1.18{col 57}{space 3}0.239{col 65}{space 4}-.1917743{col 78}{space 3} .7693134
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.241325{col 37}{space 2} .2413232{col 48}{space 1}    5.14{col 57}{space 3}0.000{col 65}{space 4} .7683402{col 78}{space 3}  1.71431
{txt}{space 6}involuntary_gs13b {c |}{col 25}{res}{space 2} 56.50511{col 37}{space 2} 59.20421{col 48}{space 1}    0.95{col 57}{space 3}0.340{col 65}{space 4}-59.53302{col 78}{space 3} 172.5432
{txt}{space 4}involgs13_los15pctb {c |}{col 25}{res}{space 2}-2.993971{col 37}{space 2} 98.44109{col 48}{space 1}   -0.03{col 57}{space 3}0.976{col 65}{space 4} -195.935{col 78}{space 3}  189.947
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .8702391{col 37}{space 2} .5339437{col 48}{space 1}    1.63{col 57}{space 3}0.103{col 65}{space 4}-.1762714{col 78}{space 3}  1.91675
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .3696192{col 37}{space 2} .3860762{col 48}{space 1}    0.96{col 57}{space 3}0.338{col 65}{space 4}-.3870763{col 78}{space 3} 1.126315
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2}-.0210648{col 37}{space 2} .0854163{col 48}{space 1}   -0.25{col 57}{space 3}0.805{col 65}{space 4}-.1884778{col 78}{space 3} .1463481
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2} -.003905{col 37}{space 2} .0062268{col 48}{space 1}   -0.63{col 57}{space 3}0.531{col 65}{space 4}-.0161093{col 78}{space 3} .0082993
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-1.330251{col 37}{space 2} 1.901385{col 48}{space 1}   -0.70{col 57}{space 3}0.484{col 65}{space 4}-5.056897{col 78}{space 3} 2.396395
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.137306{col 37}{space 2} .5201954{col 48}{space 1}   -2.19{col 57}{space 3}0.029{col 65}{space 4} -2.15687{col 78}{space 3}-.1177414
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0277728{col 37}{space 2} .0913665{col 48}{space 1}   -0.30{col 57}{space 3}0.761{col 65}{space 4}-.2068478{col 78}{space 3} .1513022
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .3648668{col 37}{space 2} .7126678{col 48}{space 1}    0.51{col 57}{space 3}0.609{col 65}{space 4}-1.031936{col 78}{space 3}  1.76167
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .1162625{col 37}{space 2}  .933028{col 48}{space 1}    0.12{col 57}{space 3}0.901{col 65}{space 4}-1.712439{col 78}{space 3} 1.944964
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.5842295{col 37}{space 2} .4743734{col 48}{space 1}   -1.23{col 57}{space 3}0.218{col 65}{space 4}-1.513984{col 78}{space 3} .3455253
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}5.0321592
{txt}Iteration 2:  Tolerance = {res}.3759433
{txt}Iteration 3:  Tolerance = {res}.35293755
{txt}Iteration 4:  Tolerance = {res}.3431963
{txt}Iteration 5:  Tolerance = {res}.30847626
{txt}Iteration 6:  Tolerance = {res}.25459609
{txt}Iteration 7:  Tolerance = {res}.19337216
{txt}Iteration 8:  Tolerance = {res}.1357098
{txt}Iteration 9:  Tolerance = {res}.08905251
{txt}Iteration 10: Tolerance = {res}.05561092
{txt}Iteration 11: Tolerance = {res}.03361271
{txt}Iteration 12: Tolerance = {res}.01991703
{txt}Iteration 13: Tolerance = {res}.01166819
{txt}Iteration 14: Tolerance = {res}.00679354
{txt}Iteration 15: Tolerance = {res}.00394287
{txt}Iteration 16: Tolerance = {res}.00228496
{txt}Iteration 17: Tolerance = {res}.00132337
{txt}Iteration 18: Tolerance = {res}.00076634
{txt}Iteration 19: Tolerance = {res}.0004438
{txt}Iteration 20: Tolerance = {res}.00025706
{txt}Iteration 21: Tolerance = {res}.00014891
{txt}Iteration 22: Tolerance = {res}.00008628
{txt}Iteration 23: Tolerance = {res}.00005
{txt}Iteration 24: Tolerance = {res}.00002898
{txt}Iteration 25: Tolerance = {res}.0000168
{txt}Iteration 26: Tolerance = {res}9.736e-06
{txt}Iteration 27: Tolerance = {res}5.644e-06
{txt}Iteration 28: Tolerance = {res}3.272e-06
{txt}Iteration 29: Tolerance = {res}1.897e-06
{txt}Iteration 30: Tolerance = {res}1.100e-06
{txt}Iteration 31: Tolerance = {res}6.376e-07

{txt}GEE population-averaged model{col 54}{txt}{lalign 16:Number of obs} = {res}{ralign 6:522}
{txt}Group and time vars: {res}a_id fy{txt}{col 54}{txt}{lalign 16:Number of groups} = {res}{ralign 6:92}
{txt}Family: {lalign 8:Binomial}{col 54}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 54}{ralign 16:min} = {res}{ralign 6:1}
{txt}Correlation: {res}unstructured{txt}{col 54}{ralign 16:avg} = {res}{ralign 6:5.7}
{txt}{col 54}{ralign 16:max} = {res}{ralign 6:7}
{txt}{col 54}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 6:400.56}
{txt}Scale parameter = {res}1{txt}{col 54}{txt}{lalign 16:Prob > chi2} = {res}{ralign 6:0.0000}

{txt}{ralign 89:(Std. err. adjusted for clustering on {res:a_id})}
{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 25}{c |}{col 37}  Semirobust
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}involuntary_gs13 {c |}{col 25}{res}{space 2}-.1316998{col 37}{space 2} 8.815092{col 48}{space 1}   -0.01{col 57}{space 3}0.988{col 65}{space 4}-17.40896{col 78}{space 3} 17.14556
{txt}{space 6}mginvol_h2_intrct {c |}{col 25}{res}{space 2} -1722.31{col 37}{space 2} 1186.566{col 48}{space 1}   -1.45{col 57}{space 3}0.147{col 65}{space 4}-4047.936{col 78}{space 3} 603.3167
{txt}{space 5}involgs13_los15pct {c |}{col 25}{res}{space 2} 23.93112{col 37}{space 2} 23.66148{col 48}{space 1}    1.01{col 57}{space 3}0.312{col 65}{space 4}-22.44452{col 78}{space 3} 70.30676
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.1657655{col 37}{space 2}  .084013{col 48}{space 1}   -1.97{col 57}{space 3}0.048{col 65}{space 4} -.330428{col 78}{space 3} -.001103
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .2614564{col 37}{space 2} .1990921{col 48}{space 1}    1.31{col 57}{space 3}0.189{col 65}{space 4}-.1287569{col 78}{space 3} .6516697
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0111356{col 37}{space 2} .0242192{col 48}{space 1}   -0.46{col 57}{space 3}0.646{col 65}{space 4}-.0586043{col 78}{space 3} .0363332
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2} .2358351{col 37}{space 2} .2641427{col 48}{space 1}    0.89{col 57}{space 3}0.372{col 65}{space 4} -.281875{col 78}{space 3} .7535452
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0683082{col 37}{space 2}  .033223{col 48}{space 1}    2.06{col 57}{space 3}0.040{col 65}{space 4} .0031924{col 78}{space 3}  .133424
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0014935{col 37}{space 2} .0019296{col 48}{space 1}    0.77{col 57}{space 3}0.439{col 65}{space 4}-.0022885{col 78}{space 3} .0052755
{txt}{space 16}accrate {c |}{col 25}{res}{space 2} .5839865{col 37}{space 2} .5703192{col 48}{space 1}    1.02{col 57}{space 3}0.306{col 65}{space 4}-.5338186{col 78}{space 3} 1.701792
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.8343548{col 37}{space 2} .1761212{col 48}{space 1}   -4.74{col 57}{space 3}0.000{col 65}{space 4}-1.179546{col 78}{space 3}-.4891635
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0075064{col 37}{space 2} .0862654{col 48}{space 1}    0.09{col 57}{space 3}0.931{col 65}{space 4}-.1615707{col 78}{space 3} .1765834
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .0727733{col 37}{space 2} .0992253{col 48}{space 1}    0.73{col 57}{space 3}0.463{col 65}{space 4}-.1217047{col 78}{space 3} .2672514
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .3528071{col 37}{space 2} .1220496{col 48}{space 1}    2.89{col 57}{space 3}0.004{col 65}{space 4} .1135943{col 78}{space 3} .5920199
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2126323{col 37}{space 2} .1040477{col 48}{space 1}    2.04{col 57}{space 3}0.041{col 65}{space 4} .0087026{col 78}{space 3} .4165619
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2759284{col 37}{space 2} .1129078{col 48}{space 1}    2.44{col 57}{space 3}0.015{col 65}{space 4} .0546332{col 78}{space 3} .4972236
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.172977{col 37}{space 2}  .108297{col 48}{space 1}   10.83{col 57}{space 3}0.000{col 65}{space 4} .9607186{col 78}{space 3} 1.385235
{txt}{space 6}involuntary_gs13b {c |}{col 25}{res}{space 2} 43.78408{col 37}{space 2} 31.01012{col 48}{space 1}    1.41{col 57}{space 3}0.158{col 65}{space 4}-16.99464{col 78}{space 3} 104.5628
{txt}{space 4}involgs13_los15pctb {c |}{col 25}{res}{space 2} 31.51251{col 37}{space 2}  53.4985{col 48}{space 1}    0.59{col 57}{space 3}0.556{col 65}{space 4}-73.34261{col 78}{space 3} 136.3676
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .8575665{col 37}{space 2} .3902828{col 48}{space 1}    2.20{col 57}{space 3}0.028{col 65}{space 4} .0926262{col 78}{space 3} 1.622507
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2}-.1925907{col 37}{space 2} .2685992{col 48}{space 1}   -0.72{col 57}{space 3}0.473{col 65}{space 4}-.7190355{col 78}{space 3}  .333854
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2}-.0196736{col 37}{space 2} .0700301{col 48}{space 1}   -0.28{col 57}{space 3}0.779{col 65}{space 4}-.1569301{col 78}{space 3}  .117583
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0035584{col 37}{space 2} .0029376{col 48}{space 1}   -1.21{col 57}{space 3}0.226{col 65}{space 4} -.009316{col 78}{space 3} .0021993
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-1.561293{col 37}{space 2} 1.287509{col 48}{space 1}   -1.21{col 57}{space 3}0.225{col 65}{space 4}-4.084765{col 78}{space 3} .9621782
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-.8326972{col 37}{space 2}  .400722{col 48}{space 1}   -2.08{col 57}{space 3}0.038{col 65}{space 4}-1.618098{col 78}{space 3}-.0472966
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0121463{col 37}{space 2} .0590237{col 48}{space 1}   -0.21{col 57}{space 3}0.837{col 65}{space 4}-.1278307{col 78}{space 3}  .103538
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .0987915{col 37}{space 2} .4595103{col 48}{space 1}    0.21{col 57}{space 3}0.830{col 65}{space 4}-.8018321{col 78}{space 3} .9994152
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .2530247{col 37}{space 2} .5266441{col 48}{space 1}    0.48{col 57}{space 3}0.631{col 65}{space 4}-.7791787{col 78}{space 3} 1.285228
{txt}{space 18}_cons {c |}{col 25}{res}{space 2} -.687203{col 37}{space 2} .4240353{col 48}{space 1}   -1.62{col 57}{space 3}0.105{col 65}{space 4}-1.518297{col 78}{space 3} .1438908
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}


{col 15}QIC and QIC_u
___________________________________________
{col 1}Corr =                  {res}uns
{txt}{col 1}Family =                {res}bin
{txt}{col 1}Link =               {res}probit
{txt}{col 1}p =         {res}             29
{txt}{col 1}Trace =     {res}          9.516
{txt}{col 1}QIC =       {res}        578.753
{txt}{col 1}QIC_u =     {res}        617.722
{txt}___________________________________________
({res}est12{txt} stored)

{com}. *
. estadd scalar qic = r(qic)

{txt}added scalar:
                e(qic) =  {res}578.75338
{txt}
{com}. 
. eststo: calculate 1-(r(p)-r(qic))/(1-$qic_null)
.20904822
{txt}({res}est13{txt} stored)

{com}. estadd scalar pseudor = r(result)

{txt}added scalar:
            e(pseudor) =  {res}.20904822
{txt}
{com}. *
. *
. 
. * [MODEL 23, FIGURE 5F] H3 
. eststo: qic delay_pct involuntary_gs13 mginvol_h3_intrct involgs13_los15pct cio5 activityno_permil_pct cio_tenure  lnitemp lnprojsize projects_no accrate  newprojects_pct y1-y7 involuntary_gs13b  involgs13_los15pctb activityno_permil_pctb lnitempb lnprojsizeb projects_nob accrateb newprojects_pctb cio_tenureb   dmeratio_totalspending dmeratio_totalspendingb   if e(sample), i(a_id) t(fy) fam(bin) link(probit) corr(uns) 
{txt}note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}.00003449
{txt}Iteration 2:  Tolerance = {res}3.870e-06
{txt}Iteration 3:  Tolerance = {res}4.370e-07

{txt}GEE population-averaged model{col 53}{txt}{lalign 16:Number of obs} = {res}{ralign 7:522}
{txt}Group variable: {res}a_id{txt}{col 53}{txt}{lalign 16:Number of groups} = {res}{ralign 7:92}
{txt}Family: {lalign 8:Binomial}{col 53}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 53}{ralign 16:min} = {res}{ralign 7:1}
{txt}Correlation: {res}independent{txt}{col 53}{ralign 16:avg} = {res}{ralign 7:5.7}
{txt}{col 53}{ralign 16:max} = {res}{ralign 7:7}
{txt}{col 53}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 7:66.86}
{txt}Scale parameter = {res}1{txt}{col 53}{txt}{lalign 16:Prob > chi2} = {res}{ralign 7:0.0001}

{txt}Pearson chi2({res:522}){col 21} = {res}{ralign 8:151.85}{txt}{col 53}{lalign 16:Deviance} = {res}{ralign 7:165.23}
{txt}Dispersion (Pearson){col 21} = {res}{ralign 8:.2908911}{col 53}{txt}{lalign 16:Dispersion} = {res}{ralign 7:.316529}

{txt}{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  Std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}involuntary_gs13 {c |}{col 25}{res}{space 2} -26.7108{col 37}{space 2} 32.39046{col 48}{space 1}   -0.82{col 57}{space 3}0.410{col 65}{space 4}-90.19493{col 78}{space 3} 36.77333
{txt}{space 6}mginvol_h3_intrct {c |}{col 25}{res}{space 2} 66.78272{col 37}{space 2} 174.8553{col 48}{space 1}    0.38{col 57}{space 3}0.703{col 65}{space 4}-275.9273{col 78}{space 3} 409.4927
{txt}{space 5}involgs13_los15pct {c |}{col 25}{res}{space 2}-8.500065{col 37}{space 2} 41.45849{col 48}{space 1}   -0.21{col 57}{space 3}0.838{col 65}{space 4}-89.75722{col 78}{space 3} 72.75709
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.0808916{col 37}{space 2} .1998814{col 48}{space 1}   -0.40{col 57}{space 3}0.686{col 65}{space 4} -.472652{col 78}{space 3} .3108688
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .3306168{col 37}{space 2}  .348683{col 48}{space 1}    0.95{col 57}{space 3}0.343{col 65}{space 4}-.3527893{col 78}{space 3} 1.014023
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0172031{col 37}{space 2} .0578047{col 48}{space 1}   -0.30{col 57}{space 3}0.766{col 65}{space 4}-.1304982{col 78}{space 3} .0960919
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2}-.3301425{col 37}{space 2} .3821788{col 48}{space 1}   -0.86{col 57}{space 3}0.388{col 65}{space 4}-1.079199{col 78}{space 3} .4189141
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0737366{col 37}{space 2} .0558888{col 48}{space 1}    1.32{col 57}{space 3}0.187{col 65}{space 4}-.0358034{col 78}{space 3} .1832766
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0012521{col 37}{space 2} .0048687{col 48}{space 1}    0.26{col 57}{space 3}0.797{col 65}{space 4}-.0082905{col 78}{space 3} .0107946
{txt}{space 16}accrate {c |}{col 25}{res}{space 2} .0513722{col 37}{space 2} 1.232478{col 48}{space 1}    0.04{col 57}{space 3}0.967{col 65}{space 4}-2.364241{col 78}{space 3} 2.466985
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.7055974{col 37}{space 2} .3000035{col 48}{space 1}   -2.35{col 57}{space 3}0.019{col 65}{space 4}-1.293593{col 78}{space 3}-.1176014
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0542106{col 37}{space 2} .2409445{col 48}{space 1}    0.22{col 57}{space 3}0.822{col 65}{space 4}-.4180319{col 78}{space 3}  .526453
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .1082466{col 37}{space 2} .2370233{col 48}{space 1}    0.46{col 57}{space 3}0.648{col 65}{space 4}-.3563106{col 78}{space 3} .5728038
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .3187982{col 37}{space 2} .2558717{col 48}{space 1}    1.25{col 57}{space 3}0.213{col 65}{space 4}-.1827011{col 78}{space 3} .8202974
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2075533{col 37}{space 2} .2497051{col 48}{space 1}    0.83{col 57}{space 3}0.406{col 65}{space 4}-.2818598{col 78}{space 3} .6969663
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2891008{col 37}{space 2} .2452209{col 48}{space 1}    1.18{col 57}{space 3}0.238{col 65}{space 4}-.1915234{col 78}{space 3}  .769725
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.237397{col 37}{space 2} .2411976{col 48}{space 1}    5.13{col 57}{space 3}0.000{col 65}{space 4} .7646586{col 78}{space 3} 1.710136
{txt}{space 6}involuntary_gs13b {c |}{col 25}{res}{space 2} 56.94998{col 37}{space 2} 59.10345{col 48}{space 1}    0.96{col 57}{space 3}0.335{col 65}{space 4}-58.89065{col 78}{space 3} 172.7906
{txt}{space 4}involgs13_los15pctb {c |}{col 25}{res}{space 2}-.8719001{col 37}{space 2} 98.30341{col 48}{space 1}   -0.01{col 57}{space 3}0.993{col 65}{space 4} -193.543{col 78}{space 3} 191.7992
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .8796568{col 37}{space 2} .5325101{col 48}{space 1}    1.65{col 57}{space 3}0.099{col 65}{space 4}-.1640439{col 78}{space 3} 1.923357
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .3735721{col 37}{space 2} .3854747{col 48}{space 1}    0.97{col 57}{space 3}0.332{col 65}{space 4}-.3819444{col 78}{space 3} 1.129089
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2} -.021176{col 37}{space 2} .0854569{col 48}{space 1}   -0.25{col 57}{space 3}0.804{col 65}{space 4}-.1886684{col 78}{space 3} .1463165
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0040467{col 37}{space 2} .0062234{col 48}{space 1}   -0.65{col 57}{space 3}0.516{col 65}{space 4}-.0162444{col 78}{space 3}  .008151
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-1.283554{col 37}{space 2} 1.901357{col 48}{space 1}   -0.68{col 57}{space 3}0.500{col 65}{space 4}-5.010146{col 78}{space 3} 2.443038
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.124932{col 37}{space 2} .5191261{col 48}{space 1}   -2.17{col 57}{space 3}0.030{col 65}{space 4}  -2.1424{col 78}{space 3}-.1074632
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0277916{col 37}{space 2} .0914546{col 48}{space 1}   -0.30{col 57}{space 3}0.761{col 65}{space 4}-.2070394{col 78}{space 3} .1514562
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .3629712{col 37}{space 2} .7128503{col 48}{space 1}    0.51{col 57}{space 3}0.611{col 65}{space 4} -1.03419{col 78}{space 3} 1.760132
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .1369821{col 37}{space 2} .9324555{col 48}{space 1}    0.15{col 57}{space 3}0.883{col 65}{space 4}-1.690597{col 78}{space 3} 1.964561
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.6045681{col 37}{space 2} .4684066{col 48}{space 1}   -1.29{col 57}{space 3}0.197{col 65}{space 4}-1.522628{col 78}{space 3}  .313492
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}11.887749
{txt}Iteration 2:  Tolerance = {res}.34096453
{txt}Iteration 3:  Tolerance = {res}.33178211
{txt}Iteration 4:  Tolerance = {res}.31591041
{txt}Iteration 5:  Tolerance = {res}.27622047
{txt}Iteration 6:  Tolerance = {res}.22115554
{txt}Iteration 7:  Tolerance = {res}.16290098
{txt}Iteration 8:  Tolerance = {res}.11114567
{txt}Iteration 9:  Tolerance = {res}.07127393
{txt}Iteration 10: Tolerance = {res}.0437426
{txt}Iteration 11: Tolerance = {res}.02609809
{txt}Iteration 12: Tolerance = {res}.01530707
{txt}Iteration 13: Tolerance = {res}.00888984
{txt}Iteration 14: Tolerance = {res}.00513481
{txt}Iteration 15: Tolerance = {res}.00295728
{txt}Iteration 16: Tolerance = {res}.00170068
{txt}Iteration 17: Tolerance = {res}.00097737
{txt}Iteration 18: Tolerance = {res}.00056155
{txt}Iteration 19: Tolerance = {res}.00032262
{txt}Iteration 20: Tolerance = {res}.00018536
{txt}Iteration 21: Tolerance = {res}.00010651
{txt}Iteration 22: Tolerance = {res}.00006121
{txt}Iteration 23: Tolerance = {res}.00003518
{txt}Iteration 24: Tolerance = {res}.00002022
{txt}Iteration 25: Tolerance = {res}.00001162
{txt}Iteration 26: Tolerance = {res}6.682e-06
{txt}Iteration 27: Tolerance = {res}3.841e-06
{txt}Iteration 28: Tolerance = {res}2.208e-06
{txt}Iteration 29: Tolerance = {res}1.270e-06
{txt}Iteration 30: Tolerance = {res}7.300e-07

{txt}GEE population-averaged model{col 54}{txt}{lalign 16:Number of obs} = {res}{ralign 6:522}
{txt}Group and time vars: {res}a_id fy{txt}{col 54}{txt}{lalign 16:Number of groups} = {res}{ralign 6:92}
{txt}Family: {lalign 8:Binomial}{col 54}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 54}{ralign 16:min} = {res}{ralign 6:1}
{txt}Correlation: {res}unstructured{txt}{col 54}{ralign 16:avg} = {res}{ralign 6:5.7}
{txt}{col 54}{ralign 16:max} = {res}{ralign 6:7}
{txt}{col 54}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 6:302.42}
{txt}Scale parameter = {res}1{txt}{col 54}{txt}{lalign 16:Prob > chi2} = {res}{ralign 6:0.0000}

{txt}{ralign 89:(Std. err. adjusted for clustering on {res:a_id})}
{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 25}{c |}{col 37}  Semirobust
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}involuntary_gs13 {c |}{col 25}{res}{space 2}-.7133756{col 37}{space 2} 9.172646{col 48}{space 1}   -0.08{col 57}{space 3}0.938{col 65}{space 4}-18.69143{col 78}{space 3} 17.26468
{txt}{space 6}mginvol_h3_intrct {c |}{col 25}{res}{space 2} 53.00712{col 37}{space 2} 70.09668{col 48}{space 1}    0.76{col 57}{space 3}0.450{col 65}{space 4}-84.37986{col 78}{space 3} 190.3941
{txt}{space 5}involgs13_los15pct {c |}{col 25}{res}{space 2}-4.018487{col 37}{space 2} 12.66613{col 48}{space 1}   -0.32{col 57}{space 3}0.751{col 65}{space 4}-28.84365{col 78}{space 3} 20.80668
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.1753294{col 37}{space 2} .0867445{col 48}{space 1}   -2.02{col 57}{space 3}0.043{col 65}{space 4}-.3453455{col 78}{space 3}-.0053132
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .2490574{col 37}{space 2} .1982128{col 48}{space 1}    1.26{col 57}{space 3}0.209{col 65}{space 4}-.1394326{col 78}{space 3} .6375474
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0144245{col 37}{space 2}  .024185{col 48}{space 1}   -0.60{col 57}{space 3}0.551{col 65}{space 4}-.0618263{col 78}{space 3} .0329772
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2} .2446937{col 37}{space 2} .2653342{col 48}{space 1}    0.92{col 57}{space 3}0.356{col 65}{space 4}-.2753517{col 78}{space 3} .7647391
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0665353{col 37}{space 2} .0337237{col 48}{space 1}    1.97{col 57}{space 3}0.049{col 65}{space 4} .0004381{col 78}{space 3} .1326325
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0015066{col 37}{space 2} .0019558{col 48}{space 1}    0.77{col 57}{space 3}0.441{col 65}{space 4}-.0023267{col 78}{space 3} .0053398
{txt}{space 16}accrate {c |}{col 25}{res}{space 2} .5882456{col 37}{space 2}  .576618{col 48}{space 1}    1.02{col 57}{space 3}0.308{col 65}{space 4}-.5419049{col 78}{space 3} 1.718396
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.8509186{col 37}{space 2} .1763031{col 48}{space 1}   -4.83{col 57}{space 3}0.000{col 65}{space 4}-1.196466{col 78}{space 3}-.5053709
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0113275{col 37}{space 2}  .085385{col 48}{space 1}    0.13{col 57}{space 3}0.894{col 65}{space 4}-.1560239{col 78}{space 3}  .178679
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .0761592{col 37}{space 2} .0987054{col 48}{space 1}    0.77{col 57}{space 3}0.440{col 65}{space 4}-.1172998{col 78}{space 3} .2696181
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .3460112{col 37}{space 2} .1221393{col 48}{space 1}    2.83{col 57}{space 3}0.005{col 65}{space 4} .1066225{col 78}{space 3} .5853998
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2153185{col 37}{space 2} .1035737{col 48}{space 1}    2.08{col 57}{space 3}0.038{col 65}{space 4} .0123177{col 78}{space 3} .4183193
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2743462{col 37}{space 2} .1120875{col 48}{space 1}    2.45{col 57}{space 3}0.014{col 65}{space 4} .0546587{col 78}{space 3} .4940337
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.167017{col 37}{space 2} .1069545{col 48}{space 1}   10.91{col 57}{space 3}0.000{col 65}{space 4} .9573903{col 78}{space 3} 1.376644
{txt}{space 6}involuntary_gs13b {c |}{col 25}{res}{space 2} 43.92702{col 37}{space 2} 31.42134{col 48}{space 1}    1.40{col 57}{space 3}0.162{col 65}{space 4}-17.65767{col 78}{space 3} 105.5117
{txt}{space 4}involgs13_los15pctb {c |}{col 25}{res}{space 2} 36.77932{col 37}{space 2} 53.54338{col 48}{space 1}    0.69{col 57}{space 3}0.492{col 65}{space 4}-68.16379{col 78}{space 3} 141.7224
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .8656776{col 37}{space 2} .3868577{col 48}{space 1}    2.24{col 57}{space 3}0.025{col 65}{space 4} .1074505{col 78}{space 3} 1.623905
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2}-.1967503{col 37}{space 2} .2680234{col 48}{space 1}   -0.73{col 57}{space 3}0.463{col 65}{space 4}-.7220664{col 78}{space 3} .3285659
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2}-.0189163{col 37}{space 2} .0704793{col 48}{space 1}   -0.27{col 57}{space 3}0.788{col 65}{space 4}-.1570533{col 78}{space 3} .1192207
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0037247{col 37}{space 2} .0029473{col 48}{space 1}   -1.26{col 57}{space 3}0.206{col 65}{space 4}-.0095012{col 78}{space 3} .0020518
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-1.519164{col 37}{space 2} 1.281348{col 48}{space 1}   -1.19{col 57}{space 3}0.236{col 65}{space 4} -4.03056{col 78}{space 3} .9922313
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-.7808617{col 37}{space 2} .3936523{col 48}{space 1}   -1.98{col 57}{space 3}0.047{col 65}{space 4}-1.552406{col 78}{space 3}-.0093173
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0099485{col 37}{space 2} .0589865{col 48}{space 1}   -0.17{col 57}{space 3}0.866{col 65}{space 4}-.1255599{col 78}{space 3}  .105663
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .0816089{col 37}{space 2} .4637305{col 48}{space 1}    0.18{col 57}{space 3}0.860{col 65}{space 4}-.8272862{col 78}{space 3}  .990504
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .2833513{col 37}{space 2} .5248948{col 48}{space 1}    0.54{col 57}{space 3}0.589{col 65}{space 4}-.7454235{col 78}{space 3} 1.312126
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.7234924{col 37}{space 2} .4159408{col 48}{space 1}   -1.74{col 57}{space 3}0.082{col 65}{space 4}-1.538721{col 78}{space 3} .0917366
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}


{col 15}QIC and QIC_u
___________________________________________
{col 1}Corr =                  {res}uns
{txt}{col 1}Family =                {res}bin
{txt}{col 1}Link =               {res}probit
{txt}{col 1}p =         {res}             29
{txt}{col 1}Trace =     {res}          9.601
{txt}{col 1}QIC =       {res}        579.153
{txt}{col 1}QIC_u =     {res}        617.952
{txt}___________________________________________
({res}est14{txt} stored)

{com}. *
. estadd scalar qic = r(qic)

{txt}added scalar:
                e(qic) =  {res}579.1529
{txt}
{com}. 
. eststo: calculate 1-(r(p)-r(qic))/(1-$qic_null)
.20847341
{txt}({res}est15{txt} stored)

{com}. estadd scalar pseudor = r(result)

{txt}added scalar:
            e(pseudor) =  {res}.20847341
{txt}
{com}. *
. *
. 
. * [MODEL 24, FIGURE 6F] H4 
. eststo: qic delay_pct involuntary_gs13 mginvol_h4_intrct involgs13_los15pct cio5 activityno_permil_pct cio_tenure  lnitemp lnprojsize projects_no accrate  newprojects_pct y1-y7 involuntary_gs13b  involgs13_los15pctb activityno_permil_pctb lnitempb lnprojsizeb projects_nob accrateb newprojects_pctb cio_tenureb   dmeratio_totalspending dmeratio_totalspendingb   if e(sample), i(a_id) t(fy) fam(bin) link(probit) corr(uns)
{txt}note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}.00028616
{txt}Iteration 2:  Tolerance = {res}.00003045
{txt}Iteration 3:  Tolerance = {res}3.236e-06
{txt}Iteration 4:  Tolerance = {res}3.450e-07

{txt}GEE population-averaged model{col 52}{txt}{lalign 16:Number of obs} = {res}{ralign 8:522}
{txt}Group variable: {res}a_id{txt}{col 52}{txt}{lalign 16:Number of groups} = {res}{ralign 8:92}
{txt}Family: {lalign 8:Binomial}{col 52}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 52}{ralign 16:min} = {res}{ralign 8:1}
{txt}Correlation: {res}independent{txt}{col 52}{ralign 16:avg} = {res}{ralign 8:5.7}
{txt}{col 52}{ralign 16:max} = {res}{ralign 8:7}
{txt}{col 52}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 8:66.53}
{txt}Scale parameter = {res}1{txt}{col 52}{txt}{lalign 16:Prob > chi2} = {res}{ralign 8:0.0001}

{txt}Pearson chi2({res:522}){col 21} = {res}{ralign 7:150.81}{txt}{col 52}{lalign 16:Deviance} = {res}{ralign 8:164.80}
{txt}Dispersion (Pearson){col 21} = {res}{ralign 7:.288907}{col 52}{txt}{lalign 16:Dispersion} = {res}{ralign 8:.3157075}

{txt}{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  Std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}involuntary_gs13 {c |}{col 25}{res}{space 2}-73.93712{col 37}{space 2} 78.83508{col 48}{space 1}   -0.94{col 57}{space 3}0.348{col 65}{space 4} -228.451{col 78}{space 3} 80.57679
{txt}{space 6}mginvol_h4_intrct {c |}{col 25}{res}{space 2} 124.2025{col 37}{space 2} 164.5051{col 48}{space 1}    0.76{col 57}{space 3}0.450{col 65}{space 4}-198.2215{col 78}{space 3} 446.6265
{txt}{space 5}involgs13_los15pct {c |}{col 25}{res}{space 2}-5.614859{col 37}{space 2} 43.40352{col 48}{space 1}   -0.13{col 57}{space 3}0.897{col 65}{space 4} -90.6842{col 78}{space 3} 79.45448
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.0719681{col 37}{space 2} .1965921{col 48}{space 1}   -0.37{col 57}{space 3}0.714{col 65}{space 4}-.4572815{col 78}{space 3} .3133453
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .2987699{col 37}{space 2} .3513767{col 48}{space 1}    0.85{col 57}{space 3}0.395{col 65}{space 4}-.3899159{col 78}{space 3} .9874557
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2}-.0172456{col 37}{space 2} .0578535{col 48}{space 1}   -0.30{col 57}{space 3}0.766{col 65}{space 4}-.1306364{col 78}{space 3} .0961452
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2}-.3291938{col 37}{space 2}  .383154{col 48}{space 1}   -0.86{col 57}{space 3}0.390{col 65}{space 4}-1.080162{col 78}{space 3} .4217743
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2}  .075103{col 37}{space 2} .0558656{col 48}{space 1}    1.34{col 57}{space 3}0.179{col 65}{space 4}-.0343915{col 78}{space 3} .1845976
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0011568{col 37}{space 2} .0048678{col 48}{space 1}    0.24{col 57}{space 3}0.812{col 65}{space 4}-.0083839{col 78}{space 3} .0106975
{txt}{space 16}accrate {c |}{col 25}{res}{space 2} .0414313{col 37}{space 2} 1.232954{col 48}{space 1}    0.03{col 57}{space 3}0.973{col 65}{space 4}-2.375114{col 78}{space 3} 2.457977
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2}-.7054482{col 37}{space 2} .2997395{col 48}{space 1}   -2.35{col 57}{space 3}0.019{col 65}{space 4}-1.292927{col 78}{space 3}-.1179695
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0613531{col 37}{space 2} .2415764{col 48}{space 1}    0.25{col 57}{space 3}0.800{col 65}{space 4}-.4121279{col 78}{space 3} .5348342
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .1188693{col 37}{space 2} .2377368{col 48}{space 1}    0.50{col 57}{space 3}0.617{col 65}{space 4}-.3470863{col 78}{space 3} .5848249
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .3323819{col 37}{space 2} .2565875{col 48}{space 1}    1.30{col 57}{space 3}0.195{col 65}{space 4}-.1705203{col 78}{space 3} .8352841
{txt}{space 21}y5 {c |}{col 25}{res}{space 2} .2101333{col 37}{space 2} .2494691{col 48}{space 1}    0.84{col 57}{space 3}0.400{col 65}{space 4}-.2788172{col 78}{space 3} .6990838
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2988547{col 37}{space 2} .2458905{col 48}{space 1}    1.22{col 57}{space 3}0.224{col 65}{space 4}-.1830819{col 78}{space 3} .7807914
{txt}{space 21}y7 {c |}{col 25}{res}{space 2}  1.24901{col 37}{space 2} .2421244{col 48}{space 1}    5.16{col 57}{space 3}0.000{col 65}{space 4} .7744552{col 78}{space 3} 1.723566
{txt}{space 6}involuntary_gs13b {c |}{col 25}{res}{space 2} 55.73115{col 37}{space 2} 59.27402{col 48}{space 1}    0.94{col 57}{space 3}0.347{col 65}{space 4}-60.44379{col 78}{space 3} 171.9061
{txt}{space 4}involgs13_los15pctb {c |}{col 25}{res}{space 2}-4.927018{col 37}{space 2} 98.61187{col 48}{space 1}   -0.05{col 57}{space 3}0.960{col 65}{space 4}-198.2027{col 78}{space 3} 188.3487
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2}  .857988{col 37}{space 2} .5338781{col 48}{space 1}    1.61{col 57}{space 3}0.108{col 65}{space 4}-.1883939{col 78}{space 3}  1.90437
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} .3732773{col 37}{space 2} .3864148{col 48}{space 1}    0.97{col 57}{space 3}0.334{col 65}{space 4}-.3840817{col 78}{space 3} 1.130636
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2}-.0232808{col 37}{space 2} .0855863{col 48}{space 1}   -0.27{col 57}{space 3}0.786{col 65}{space 4}-.1910269{col 78}{space 3} .1444653
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0039045{col 37}{space 2} .0062288{col 48}{space 1}   -0.63{col 57}{space 3}0.531{col 65}{space 4}-.0161126{col 78}{space 3} .0083037
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2} -1.19763{col 37}{space 2} 1.904796{col 48}{space 1}   -0.63{col 57}{space 3}0.530{col 65}{space 4}-4.930961{col 78}{space 3} 2.535701
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-1.095786{col 37}{space 2} .5200742{col 48}{space 1}   -2.11{col 57}{space 3}0.035{col 65}{space 4}-2.115113{col 78}{space 3}-.0764593
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0298728{col 37}{space 2} .0916229{col 48}{space 1}   -0.33{col 57}{space 3}0.744{col 65}{space 4}-.2094503{col 78}{space 3} .1497048
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .3759878{col 37}{space 2} .7124409{col 48}{space 1}    0.53{col 57}{space 3}0.598{col 65}{space 4}-1.020371{col 78}{space 3} 1.772346
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2} .1025089{col 37}{space 2} .9328185{col 48}{space 1}    0.11{col 57}{space 3}0.912{col 65}{space 4}-1.725782{col 78}{space 3}   1.9308
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.6073167{col 37}{space 2} .4680186{col 48}{space 1}   -1.30{col 57}{space 3}0.194{col 65}{space 4}-1.524616{col 78}{space 3} .3099828
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
note: {bf:y1} omitted because of collinearity.

Iteration 1:  Tolerance = {res}3.6757281
{txt}Iteration 2:  Tolerance = {res}1.1409667
{txt}Iteration 3:  Tolerance = {res}2.5808633
{txt}Iteration 4:  Tolerance = {res}1.8409173
{txt}Iteration 5:  Tolerance = {res}.6640178
{txt}Iteration 6:  Tolerance = {res}.22498417
{txt}Iteration 7:  Tolerance = {res}.10388363
{txt}Iteration 8:  Tolerance = {res}.05371077
{txt}Iteration 9:  Tolerance = {res}.0293811
{txt}Iteration 10: Tolerance = {res}.01661165
{txt}Iteration 11: Tolerance = {res}.00958939
{txt}Iteration 12: Tolerance = {res}.00561027
{txt}Iteration 13: Tolerance = {res}.00331096
{txt}Iteration 14: Tolerance = {res}.00196514
{txt}Iteration 15: Tolerance = {res}.00117072
{txt}Iteration 16: Tolerance = {res}.00069917
{txt}Iteration 17: Tolerance = {res}.00041823
{txt}Iteration 18: Tolerance = {res}.00025045
{txt}Iteration 19: Tolerance = {res}.00015009
{txt}Iteration 20: Tolerance = {res}.00008999
{txt}Iteration 21: Tolerance = {res}.00005397
{txt}Iteration 22: Tolerance = {res}.00003238
{txt}Iteration 23: Tolerance = {res}.00001943
{txt}Iteration 24: Tolerance = {res}.00001166
{txt}Iteration 25: Tolerance = {res}6.995e-06
{txt}Iteration 26: Tolerance = {res}4.198e-06
{txt}Iteration 27: Tolerance = {res}2.519e-06
{txt}Iteration 28: Tolerance = {res}1.512e-06
{txt}Iteration 29: Tolerance = {res}9.075e-07

{txt}GEE population-averaged model{col 54}{txt}{lalign 16:Number of obs} = {res}{ralign 6:522}
{txt}Group and time vars: {res}a_id fy{txt}{col 54}{txt}{lalign 16:Number of groups} = {res}{ralign 6:92}
{txt}Family: {lalign 8:Binomial}{col 54}{lalign 16:Obs per group:}
Link:   {lalign 8:Probit}{col 54}{ralign 16:min} = {res}{ralign 6:1}
{txt}Correlation: {res}unstructured{txt}{col 54}{ralign 16:avg} = {res}{ralign 6:5.7}
{txt}{col 54}{ralign 16:max} = {res}{ralign 6:7}
{txt}{col 54}{txt}{lalign 16:Wald chi2({res:28})} = {res}{ralign 6:310.23}
{txt}Scale parameter = {res}1{txt}{col 54}{txt}{lalign 16:Prob > chi2} = {res}{ralign 6:0.0000}

{txt}{ralign 89:(Std. err. adjusted for clustering on {res:a_id})}
{hline 24}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 25}{c |}{col 37}  Semirobust
{col 1}              delay_pct{col 25}{c |} Coefficient{col 37}  std. err.{col 49}      z{col 57}   P>|z|{col 65}     [95% con{col 78}f. interval]
{hline 24}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}involuntary_gs13 {c |}{col 25}{res}{space 2} 9.779794{col 37}{space 2} 18.12657{col 48}{space 1}    0.54{col 57}{space 3}0.590{col 65}{space 4}-25.74764{col 78}{space 3} 45.30723
{txt}{space 6}mginvol_h4_intrct {c |}{col 25}{res}{space 2}-35.71321{col 37}{space 2}  73.4345{col 48}{space 1}   -0.49{col 57}{space 3}0.627{col 65}{space 4}-179.6422{col 78}{space 3} 108.2158
{txt}{space 5}involgs13_los15pct {c |}{col 25}{res}{space 2}  1.50403{col 37}{space 2} 15.44362{col 48}{space 1}    0.10{col 57}{space 3}0.922{col 65}{space 4}-28.76491{col 78}{space 3} 31.77297
{txt}{space 19}cio5 {c |}{col 25}{res}{space 2}-.1616635{col 37}{space 2}  .084922{col 48}{space 1}   -1.90{col 57}{space 3}0.057{col 65}{space 4}-.3281075{col 78}{space 3} .0047805
{txt}{space 2}activityno_permil_pct {c |}{col 25}{res}{space 2} .2577046{col 37}{space 2} .1913033{col 48}{space 1}    1.35{col 57}{space 3}0.178{col 65}{space 4} -.117243{col 78}{space 3} .6326522
{txt}{space 13}cio_tenure {c |}{col 25}{res}{space 2} -.008512{col 37}{space 2} .0243305{col 48}{space 1}   -0.35{col 57}{space 3}0.726{col 65}{space 4}-.0561989{col 78}{space 3} .0391749
{txt}{space 16}lnitemp {c |}{col 25}{res}{space 2}  .253968{col 37}{space 2} .2690996{col 48}{space 1}    0.94{col 57}{space 3}0.345{col 65}{space 4}-.2734576{col 78}{space 3} .7813936
{txt}{space 13}lnprojsize {c |}{col 25}{res}{space 2} .0664692{col 37}{space 2} .0338236{col 48}{space 1}    1.97{col 57}{space 3}0.049{col 65}{space 4} .0001762{col 78}{space 3} .1327622
{txt}{space 12}projects_no {c |}{col 25}{res}{space 2} .0014513{col 37}{space 2} .0019313{col 48}{space 1}    0.75{col 57}{space 3}0.452{col 65}{space 4}-.0023341{col 78}{space 3} .0052366
{txt}{space 16}accrate {c |}{col 25}{res}{space 2} .5942798{col 37}{space 2} .5728333{col 48}{space 1}    1.04{col 57}{space 3}0.300{col 65}{space 4}-.5284528{col 78}{space 3} 1.717012
{txt}{space 8}newprojects_pct {c |}{col 25}{res}{space 2} -.846352{col 37}{space 2} .1741287{col 48}{space 1}   -4.86{col 57}{space 3}0.000{col 65}{space 4}-1.187638{col 78}{space 3} -.505066
{txt}{space 21}y2 {c |}{col 25}{res}{space 2} .0067927{col 37}{space 2} .0860796{col 48}{space 1}    0.08{col 57}{space 3}0.937{col 65}{space 4}-.1619201{col 78}{space 3} .1755055
{txt}{space 21}y3 {c |}{col 25}{res}{space 2} .0678379{col 37}{space 2} .0972595{col 48}{space 1}    0.70{col 57}{space 3}0.485{col 65}{space 4}-.1227873{col 78}{space 3} .2584631
{txt}{space 21}y4 {c |}{col 25}{res}{space 2} .3441294{col 37}{space 2}  .121736{col 48}{space 1}    2.83{col 57}{space 3}0.005{col 65}{space 4} .1055311{col 78}{space 3} .5827277
{txt}{space 21}y5 {c |}{col 25}{res}{space 2}  .208148{col 37}{space 2} .1038785{col 48}{space 1}    2.00{col 57}{space 3}0.045{col 65}{space 4} .0045499{col 78}{space 3} .4117462
{txt}{space 21}y6 {c |}{col 25}{res}{space 2} .2647019{col 37}{space 2} .1119408{col 48}{space 1}    2.36{col 57}{space 3}0.018{col 65}{space 4}  .045302{col 78}{space 3} .4841018
{txt}{space 21}y7 {c |}{col 25}{res}{space 2} 1.162452{col 37}{space 2} .1064371{col 48}{space 1}   10.92{col 57}{space 3}0.000{col 65}{space 4} .9538388{col 78}{space 3} 1.371065
{txt}{space 6}involuntary_gs13b {c |}{col 25}{res}{space 2} 46.78731{col 37}{space 2} 32.31387{col 48}{space 1}    1.45{col 57}{space 3}0.148{col 65}{space 4}-16.54671{col 78}{space 3} 110.1213
{txt}{space 4}involgs13_los15pctb {c |}{col 25}{res}{space 2} 34.85457{col 37}{space 2} 54.00835{col 48}{space 1}    0.65{col 57}{space 3}0.519{col 65}{space 4}-70.99984{col 78}{space 3}  140.709
{txt}{space 1}activityno_permil_pctb {c |}{col 25}{res}{space 2} .8989318{col 37}{space 2} .3971218{col 48}{space 1}    2.26{col 57}{space 3}0.024{col 65}{space 4} .1205874{col 78}{space 3} 1.677276
{txt}{space 15}lnitempb {c |}{col 25}{res}{space 2} -.204628{col 37}{space 2} .2717977{col 48}{space 1}   -0.75{col 57}{space 3}0.452{col 65}{space 4}-.7373418{col 78}{space 3} .3280858
{txt}{space 12}lnprojsizeb {c |}{col 25}{res}{space 2}-.0181667{col 37}{space 2} .0700942{col 48}{space 1}   -0.26{col 57}{space 3}0.795{col 65}{space 4}-.1555488{col 78}{space 3} .1192153
{txt}{space 11}projects_nob {c |}{col 25}{res}{space 2}-.0037696{col 37}{space 2} .0029291{col 48}{space 1}   -1.29{col 57}{space 3}0.198{col 65}{space 4}-.0095106{col 78}{space 3} .0019714
{txt}{space 15}accrateb {c |}{col 25}{res}{space 2}-1.593844{col 37}{space 2} 1.295601{col 48}{space 1}   -1.23{col 57}{space 3}0.219{col 65}{space 4}-4.133175{col 78}{space 3} .9454881
{txt}{space 7}newprojects_pctb {c |}{col 25}{res}{space 2}-.7832897{col 37}{space 2} .3942717{col 48}{space 1}   -1.99{col 57}{space 3}0.047{col 65}{space 4}-1.556048{col 78}{space 3}-.0105315
{txt}{space 12}cio_tenureb {c |}{col 25}{res}{space 2}-.0092256{col 37}{space 2} .0593141{col 48}{space 1}   -0.16{col 57}{space 3}0.876{col 65}{space 4}-.1254791{col 78}{space 3} .1070279
{txt}{space 1}dmeratio_totalspending {c |}{col 25}{res}{space 2} .0668676{col 37}{space 2}  .465563{col 48}{space 1}    0.14{col 57}{space 3}0.886{col 65}{space 4}-.8456191{col 78}{space 3} .9793542
{txt}dmeratio_totalspendingb {c |}{col 25}{res}{space 2}   .30659{col 37}{space 2} .5266862{col 48}{space 1}    0.58{col 57}{space 3}0.560{col 65}{space 4}-.7256961{col 78}{space 3} 1.338876
{txt}{space 18}_cons {c |}{col 25}{res}{space 2}-.7522578{col 37}{space 2} .4176518{col 48}{space 1}   -1.80{col 57}{space 3}0.072{col 65}{space 4} -1.57084{col 78}{space 3} .0663247
{txt}{hline 24}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}


{col 15}QIC and QIC_u
___________________________________________
{col 1}Corr =                  {res}uns
{txt}{col 1}Family =                {res}bin
{txt}{col 1}Link =               {res}probit
{txt}{col 1}p =         {res}             29
{txt}{col 1}Trace =     {res}          9.791
{txt}{col 1}QIC =       {res}        580.181
{txt}{col 1}QIC_u =     {res}        618.598
{txt}___________________________________________
({res}est16{txt} stored)

{com}. *
. estadd scalar qic = r(qic)

{txt}added scalar:
                e(qic) =  {res}580.18097
{txt}
{com}. 
. eststo: calculate 1-(r(p)-r(qic))/(1-$qic_null)
.2069943
{txt}({res}est17{txt} stored)

{com}. estadd scalar pseudor = r(result)

{txt}added scalar:
            e(pseudor) =  {res}.2069943
{txt}
{com}. *
. *
. **********************************************************************************************************************************************
. esttab est3 est5 est7 est9 est11 est13 est15 est17 using MANUSCRIPT-QIC.04-30-2025.rtf, ///
> cells(b(star fmt(%9.3f)) se(par)) starl( * 0.10 ** 0.05 *** 0.010) label ///
> stats(year qic pseudor chi2 N, fmt(3) label("Year Fixed Effects" "QIC" "Pseudo R-Squared" "Wald" "N")) append
{res}{txt}(output written to {browse  `"MANUSCRIPT-QIC.04-30-2025.rtf"'})

{com}. **********************************************************************************************************************************************
. log close
      {txt}name:  {res}<unnamed>
       {txt}log:  {res}C:\Users\hongj\Dropbox\2024 SPRING PROJECTS\Organizational Memory Paper\JPART Replication Datafiles\OUTPUT\OUTPUT.Organizational Memory.MANUSCRIPT MODEL FIT STATISTICS.04-30-2025.smcl
  {txt}log type:  {res}smcl
 {txt}closed on:  {res}30 Apr 2025, 20:13:12
{txt}{.-}
{smcl}
{txt}{sf}{ul off}